Overview

Dataset statistics

Number of variables 80
Number of observations 703245
Missing cells 47
Missing cells (%) < 0.1%
Total size in memory 429.2 MiB
Average record size in memory 640.0 B

Variable types

Numeric 79
Categorical 1

Alerts

Bwd PSH Flags has constant value "0" Constant
Fwd URG Flags has constant value "0" Constant
Bwd URG Flags has constant value "0" Constant
CWE Flag Count has constant value "0" Constant
Fwd Avg Bytes/Bulk has constant value "0" Constant
Fwd Avg Packets/Bulk has constant value "0" Constant
Fwd Avg Bulk Rate has constant value "0" Constant
Bwd Avg Bytes/Bulk has constant value "0" Constant
Bwd Avg Packets/Bulk has constant value "0" Constant
Bwd Avg Bulk Rate has constant value "0" Constant
Total Fwd Packets is highly skewed (γ1 = 330.3791442) Skewed
Total Backward Packets is highly skewed (γ1 = 331.6324841) Skewed
Total Length of Fwd Packets is highly skewed (γ1 = 138.2205652) Skewed
Total Length of Bwd Packets is highly skewed (γ1 = 329.9915096) Skewed
Flow IAT Min is highly skewed (γ1 = 46.52089778) Skewed
Fwd Header Length is highly skewed (γ1 = 325.9194026) Skewed
Bwd Header Length is highly skewed (γ1 = 326.8901591) Skewed
RST Flag Count is highly skewed (γ1 = 85.57160816) Skewed
ECE Flag Count is highly skewed (γ1 = 85.57160816) Skewed
Fwd Header Length.1 is highly skewed (γ1 = 325.9194026) Skewed
Subflow Fwd Packets is highly skewed (γ1 = 330.3791442) Skewed
Subflow Fwd Bytes is highly skewed (γ1 = 138.2205652) Skewed
Subflow Bwd Packets is highly skewed (γ1 = 331.6324841) Skewed
Subflow Bwd Bytes is highly skewed (γ1 = 329.9637056) Skewed
act_data_pkt_fwd is highly skewed (γ1 = 334.5114952) Skewed
Active Mean is highly skewed (γ1 = 46.22522346) Skewed
Active Std is highly skewed (γ1 = 57.93163301) Skewed
Active Max is highly skewed (γ1 = 30.57408308) Skewed
Active Min is highly skewed (γ1 = 53.13737246) Skewed
Total Backward Packets has 97136 (13.8%) zeros Zeros
Total Length of Fwd Packets has 114451 (16.3%) zeros Zeros
Total Length of Bwd Packets has 126026 (17.9%) zeros Zeros
Fwd Packet Length Max has 114451 (16.3%) zeros Zeros
Fwd Packet Length Min has 306055 (43.5%) zeros Zeros
Fwd Packet Length Mean has 114451 (16.3%) zeros Zeros
Fwd Packet Length Std has 487176 (69.3%) zeros Zeros
Bwd Packet Length Max has 126026 (17.9%) zeros Zeros
Bwd Packet Length Min has 297117 (42.2%) zeros Zeros
Bwd Packet Length Mean has 126026 (17.9%) zeros Zeros
Bwd Packet Length Std has 513988 (73.1%) zeros Zeros
Flow Bytes/s has 32089 (4.6%) zeros Zeros
Flow IAT Std has 284142 (40.4%) zeros Zeros
Flow IAT Min has 14878 (2.1%) zeros Zeros
Fwd IAT Total has 266313 (37.9%) zeros Zeros
Fwd IAT Mean has 266313 (37.9%) zeros Zeros
Fwd IAT Std has 434687 (61.8%) zeros Zeros
Fwd IAT Max has 266313 (37.9%) zeros Zeros
Fwd IAT Min has 271776 (38.6%) zeros Zeros
Bwd IAT Total has 362154 (51.5%) zeros Zeros
Bwd IAT Mean has 362154 (51.5%) zeros Zeros
Bwd IAT Std has 504862 (71.8%) zeros Zeros
Bwd IAT Max has 362154 (51.5%) zeros Zeros
Bwd IAT Min has 365565 (52.0%) zeros Zeros
Fwd PSH Flags has 679995 (96.7%) zeros Zeros
Bwd PSH Flags has 703245 (100.0%) zeros Zeros
Fwd URG Flags has 703245 (100.0%) zeros Zeros
Bwd URG Flags has 703245 (100.0%) zeros Zeros
Bwd Header Length has 97165 (13.8%) zeros Zeros
Bwd Packets/s has 97570 (13.9%) zeros Zeros
Min Packet Length has 311592 (44.3%) zeros Zeros
Max Packet Length has 32136 (4.6%) zeros Zeros
Packet Length Mean has 32136 (4.6%) zeros Zeros
Packet Length Std has 149526 (21.3%) zeros Zeros
Packet Length Variance has 149526 (21.3%) zeros Zeros
FIN Flag Count has 697678 (99.2%) zeros Zeros
SYN Flag Count has 679995 (96.7%) zeros Zeros
RST Flag Count has 703149 (> 99.9%) zeros Zeros
PSH Flag Count has 391403 (55.7%) zeros Zeros
ACK Flag Count has 503826 (71.6%) zeros Zeros
URG Flag Count has 639678 (91.0%) zeros Zeros
CWE Flag Count has 703245 (100.0%) zeros Zeros
ECE Flag Count has 703149 (> 99.9%) zeros Zeros
Down/Up Ratio has 204465 (29.1%) zeros Zeros
Average Packet Size has 32136 (4.6%) zeros Zeros
Avg Fwd Segment Size has 114451 (16.3%) zeros Zeros
Avg Bwd Segment Size has 126026 (17.9%) zeros Zeros
Fwd Avg Bytes/Bulk has 703245 (100.0%) zeros Zeros
Fwd Avg Packets/Bulk has 703245 (100.0%) zeros Zeros
Fwd Avg Bulk Rate has 703245 (100.0%) zeros Zeros
Bwd Avg Bytes/Bulk has 703245 (100.0%) zeros Zeros
Bwd Avg Packets/Bulk has 703245 (100.0%) zeros Zeros
Bwd Avg Bulk Rate has 703245 (100.0%) zeros Zeros
Subflow Fwd Bytes has 114451 (16.3%) zeros Zeros
Subflow Bwd Packets has 97136 (13.8%) zeros Zeros
Subflow Bwd Bytes has 126026 (17.9%) zeros Zeros
Init_Win_bytes_backward has 185166 (26.3%) zeros Zeros
act_data_pkt_fwd has 286068 (40.7%) zeros Zeros
Active Mean has 571274 (81.2%) zeros Zeros
Active Std has 666256 (94.7%) zeros Zeros
Active Max has 571274 (81.2%) zeros Zeros
Active Min has 571274 (81.2%) zeros Zeros
Idle Mean has 571083 (81.2%) zeros Zeros
Idle Std has 649318 (92.3%) zeros Zeros
Idle Max has 571083 (81.2%) zeros Zeros
Idle Min has 571083 (81.2%) zeros Zeros

Reproduction

Analysis started 2022-03-18 15:29:32.651349
Analysis finished 2022-03-18 15:29:41.896843
Duration 9.25 seconds
Software version pandas-profiling v3.1.0
Download configuration config.json

Variables

df_index
Real number (ℝ≥0)

Distinct 286467
Distinct (%) 40.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 120524.8889
Minimum 0
Maximum 286466
Zeros 3
Zeros (%) < 0.1%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 11720.2
Q1 58603
median 117207
Q3 175811
95-th percentile 251303.8
Maximum 286466
Range 286466
Interquartile range (IQR) 117208

Descriptive statistics

Standard deviation 73306.21324
Coefficient of variation (CV) 0.6082246906
Kurtosis -0.8652272177
Mean 120524.8889
Median Absolute Deviation (MAD) 58604
Skewness 0.2459153225
Sum 8.475852548 × 1010
Variance 5373800900
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 3
 
< 0.1%
127358 3
 
< 0.1%
127349 3
 
< 0.1%
127350 3
 
< 0.1%
127351 3
 
< 0.1%
127352 3
 
< 0.1%
127353 3
 
< 0.1%
127354 3
 
< 0.1%
127355 3
 
< 0.1%
127356 3
 
< 0.1%
Other values (286457) 703215
> 99.9%
Value Count Frequency (%)
0 3
< 0.1%
1 3
< 0.1%
2 3
< 0.1%
3 3
< 0.1%
4 3
< 0.1%
Value Count Frequency (%)
286466 1
< 0.1%
286465 1
< 0.1%
286464 1
< 0.1%
286463 1
< 0.1%
286462 1
< 0.1%

Destination Port
Real number (ℝ≥0)

Distinct 38213
Distinct (%) 5.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 7962.735034
Minimum 0
Maximum 65532
Zeros 307
Zeros (%) < 0.1%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 53
Q1 53
median 80
Q3 3324
95-th percentile 54068
Maximum 65532
Range 65532
Interquartile range (IQR) 3271

Descriptive statistics

Standard deviation 17263.04249
Coefficient of variation (CV) 2.167979019
Kurtosis 3.124953388
Mean 7962.735034
Median Absolute Deviation (MAD) 27
Skewness 2.177968913
Sum 5599753599
Variance 298012635.9
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
53 180971
25.7%
80 174307
24.8%
443 79648
 
11.3%
123 4562
 
0.6%
8080 2549
 
0.4%
22 2261
 
0.3%
389 1540
 
0.2%
137 1473
 
0.2%
88 1242
 
0.2%
21 1226
 
0.2%
Other values (38203) 253466
36.0%
Value Count Frequency (%)
0 307
< 0.1%
1 160
< 0.1%
3 160
< 0.1%
4 160
< 0.1%
6 160
< 0.1%
Value Count Frequency (%)
65532 3
< 0.1%
65531 3
< 0.1%
65530 2
< 0.1%
65529 2
< 0.1%
65528 2
< 0.1%

Flow Duration
Real number (ℝ)

Distinct 314197
Distinct (%) 44.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 10568220.33
Minimum -13
Maximum 119999993
Zeros 527
Zeros (%) 0.1%
Negative 47
Negative (%) < 0.1%
Memory size 5.4 MiB

Quantile statistics

Minimum -13
5-th percentile 18
Q1 68
median 30745
Q3 1810259
95-th percentile 90705085.2
Maximum 119999993
Range 120000006
Interquartile range (IQR) 1810191

Descriptive statistics

Standard deviation 28150506.57
Coefficient of variation (CV) 2.66369414
Kurtosis 6.583205026
Mean 10568220.33
Median Absolute Deviation (MAD) 30712
Skewness 2.818947941
Sum 7.432048108 × 1012
Variance 7.9245102 × 1014
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
43 13019
 
1.9%
44 12111
 
1.7%
3 9350
 
1.3%
49 9020
 
1.3%
48 6754
 
1.0%
42 6087
 
0.9%
4 5794
 
0.8%
45 5409
 
0.8%
54 4260
 
0.6%
55 3848
 
0.5%
Other values (314187) 627593
89.2%
Value Count Frequency (%)
-13 1
 
< 0.1%
-12 2
 
< 0.1%
-2 1
 
< 0.1%
-1 43
 
< 0.1%
0 527
0.1%
Value Count Frequency (%)
119999993 1
< 0.1%
119999949 1
< 0.1%
119999943 1
< 0.1%
119999937 1
< 0.1%
119999914 1
< 0.1%

Total Fwd Packets
Real number (ℝ≥0)

SKEWED

Distinct 651
Distinct (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 6.735626986
Minimum 1
Maximum 207964
Zeros 0
Zeros (%) 0.0%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
median 2
Q3 4
95-th percentile 15
Maximum 207964
Range 207963
Interquartile range (IQR) 3

Descriptive statistics

Standard deviation 572.3633905
Coefficient of variation (CV) 84.97551775
Kurtosis 111988.5035
Mean 6.735626986
Median Absolute Deviation (MAD) 1
Skewness 330.3791442
Sum 4736796
Variance 327599.8508
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
1 264342
37.6%
2 170038
24.2%
3 82345
 
11.7%
4 42454
 
6.0%
5 32512
 
4.6%
8 24792
 
3.5%
6 11369
 
1.6%
7 11132
 
1.6%
9 10969
 
1.6%
10 4911
 
0.7%
Other values (641) 48381
 
6.9%
Value Count Frequency (%)
1 264342
37.6%
2 170038
24.2%
3 82345
 
11.7%
4 42454
 
6.0%
5 32512
 
4.6%
Value Count Frequency (%)
207964 1
< 0.1%
206687 1
< 0.1%
197473 1
< 0.1%
196265 1
< 0.1%
180262 1
< 0.1%

Total Backward Packets
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct 823
Distinct (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 7.360662358
Minimum 0
Maximum 284602
Zeros 97136
Zeros (%) 13.8%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
median 1
Q3 4
95-th percentile 14
Maximum 284602
Range 284602
Interquartile range (IQR) 3

Descriptive statistics

Standard deviation 771.5897457
Coefficient of variation (CV) 104.8261295
Kurtosis 112921.5848
Mean 7.360662358
Median Absolute Deviation (MAD) 1
Skewness 331.6324841
Sum 5176349
Variance 595350.7356
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
1 264681
37.6%
2 142892
20.3%
0 97136
 
13.8%
5 48342
 
6.9%
6 37765
 
5.4%
4 33477
 
4.8%
9 9563
 
1.4%
7 8263
 
1.2%
3 6484
 
0.9%
10 5968
 
0.8%
Other values (813) 48674
 
6.9%
Value Count Frequency (%)
0 97136
 
13.8%
1 264681
37.6%
2 142892
20.3%
3 6484
 
0.9%
4 33477
 
4.8%
Value Count Frequency (%)
284602 1
< 0.1%
281741 1
< 0.1%
265615 1
< 0.1%
265594 1
< 0.1%
233086 1
< 0.1%

Total Length of Fwd Packets
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct 8702
Distinct (%) 1.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 559.623447
Minimum 0
Maximum 1235152
Zeros 114451
Zeros (%) 16.3%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
median 30
Q3 80
95-th percentile 1763
Maximum 1235152
Range 1235152
Interquartile range (IQR) 78

Descriptive statistics

Standard deviation 4685.555384
Coefficient of variation (CV) 8.37269312
Kurtosis 31619.29112
Mean 559.623447
Median Absolute Deviation (MAD) 30
Skewness 138.2205652
Sum 393552391
Variance 21954429.26
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 114451
 
16.3%
2 77985
 
11.1%
26 56780
 
8.1%
6 36429
 
5.2%
12 30593
 
4.4%
24 23157
 
3.3%
30 22328
 
3.2%
56 22088
 
3.1%
64 12205
 
1.7%
62 9544
 
1.4%
Other values (8692) 297685
42.3%
Value Count Frequency (%)
0 114451
16.3%
2 77985
11.1%
4 120
 
< 0.1%
6 36429
 
5.2%
7 34
 
< 0.1%
Value Count Frequency (%)
1235152 1
< 0.1%
1231684 1
< 0.1%
1168497 1
< 0.1%
1160947 1
< 0.1%
1062717 1
< 0.1%

Total Length of Bwd Packets
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct 22080
Distinct (%) 3.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 10726.95869
Minimum 0
Maximum 627000000
Zeros 126026
Zeros (%) 17.9%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 6
median 56
Q3 348
95-th percentile 11607
Maximum 627000000
Range 627000000
Interquartile range (IQR) 342

Descriptive statistics

Standard deviation 1728003.233
Coefficient of variation (CV) 161.0897629
Kurtosis 111848.9857
Mean 10726.95869
Median Absolute Deviation (MAD) 56
Skewness 329.9915096
Sum 7543680066
Variance 2.985995173 × 1012
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
6 183964
26.2%
0 126026
17.9%
11607 42875
 
6.1%
11601 38471
 
5.5%
30 10435
 
1.5%
46 6393
 
0.9%
62 5286
 
0.8%
26 5228
 
0.7%
96 4549
 
0.6%
36 4501
 
0.6%
Other values (22070) 275517
39.2%
Value Count Frequency (%)
0 126026
17.9%
1 1
 
< 0.1%
2 1208
 
0.2%
4 120
 
< 0.1%
6 183964
26.2%
Value Count Frequency (%)
627000000 1
< 0.1%
611000000 1
< 0.1%
607000000 1
< 0.1%
578000000 1
< 0.1%
574000000 1
< 0.1%

Fwd Packet Length Max
Real number (ℝ≥0)

ZEROS

Distinct 3509
Distinct (%) 0.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 253.3421638
Minimum 0
Maximum 24820
Zeros 114451
Zeros (%) 16.3%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
median 20
Q3 45
95-th percentile 790
Maximum 24820
Range 24820
Interquartile range (IQR) 43

Descriptive statistics

Standard deviation 1132.537365
Coefficient of variation (CV) 4.470386406
Kurtosis 58.67457615
Mean 253.3421638
Median Absolute Deviation (MAD) 18
Skewness 7.144347779
Sum 178161610
Variance 1282640.884
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
6 116410
16.6%
0 114451
16.3%
20 81376
 
11.6%
2 77985
 
11.1%
31 15623
 
2.2%
32 11777
 
1.7%
46 10795
 
1.5%
44 8337
 
1.2%
34 8041
 
1.1%
48 8007
 
1.1%
Other values (3499) 250443
35.6%
Value Count Frequency (%)
0 114451
16.3%
2 77985
11.1%
4 120
 
< 0.1%
6 116410
16.6%
7 36
 
< 0.1%
Value Count Frequency (%)
24820 2
 
< 0.1%
23360 19
< 0.1%
21900 4
 
< 0.1%
21600 1
 
< 0.1%
20440 6
 
< 0.1%

Fwd Packet Length Min
Real number (ℝ≥0)

ZEROS

Distinct 221
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 19.65889697
Minimum 0
Maximum 2325
Zeros 306055
Zeros (%) 43.5%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 2
Q3 31
95-th percentile 51
Maximum 2325
Range 2325
Interquartile range (IQR) 31

Descriptive statistics

Standard deviation 96.64890679
Coefficient of variation (CV) 4.91629347
Kurtosis 184.3402267
Mean 19.65889697
Median Absolute Deviation (MAD) 2
Skewness 13.34287848
Sum 13825021
Variance 9341.011185
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 306055
43.5%
6 125962
17.9%
2 78440
 
11.2%
32 11844
 
1.7%
44 8730
 
1.2%
48 8119
 
1.2%
34 8093
 
1.2%
42 8016
 
1.1%
35 7976
 
1.1%
33 7808
 
1.1%
Other values (211) 132202
18.8%
Value Count Frequency (%)
0 306055
43.5%
2 78440
 
11.2%
5 1
 
< 0.1%
6 125962
17.9%
7 1
 
< 0.1%
Value Count Frequency (%)
2325 1
 
< 0.1%
1472 98
< 0.1%
1460 9
 
< 0.1%
1458 1
 
< 0.1%
1448 4
 
< 0.1%

Fwd Packet Length Mean
Real number (ℝ≥0)

ZEROS

Distinct 27746
Distinct (%) 3.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 76.83530369
Minimum 0
Maximum 5940.857143
Zeros 114451
Zeros (%) 16.3%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
median 8.666666667
Q3 42
95-th percentile 147.3333333
Maximum 5940.857143
Range 5940.857143
Interquartile range (IQR) 40

Descriptive statistics

Standard deviation 303.0482573
Coefficient of variation (CV) 3.9441278
Kurtosis 37.88278044
Mean 76.83530369
Median Absolute Deviation (MAD) 8.666666667
Skewness 6.043745133
Sum 54034043.15
Variance 91838.24627
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 114451
16.3%
6 109867
 
15.6%
2 78207
 
11.1%
8.666666667 56619
 
8.1%
7 18117
 
2.6%
32 11803
 
1.7%
44 8370
 
1.2%
48 8226
 
1.2%
34 8056
 
1.1%
35 7941
 
1.1%
Other values (27736) 281588
40.0%
Value Count Frequency (%)
0 114451
16.3%
0.041189374 1
 
< 0.1%
0.04122454 1
 
< 0.1%
0.05120943 1
 
< 0.1%
0.06482547 1
 
< 0.1%
Value Count Frequency (%)
5940.857143 1
< 0.1%
5939.285714 1
< 0.1%
5675.444444 1
< 0.1%
5560.297297 1
< 0.1%
5483.558824 1
< 0.1%

Fwd Packet Length Std
Real number (ℝ≥0)

ZEROS

Distinct 48790
Distinct (%) 6.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 92.63835291
Minimum 0
Maximum 7049.469004
Zeros 487176
Zeros (%) 69.3%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 10.26320288
95-th percentile 246.2352639
Maximum 7049.469004
Range 7049.469004
Interquartile range (IQR) 10.26320288

Descriptive statistics

Standard deviation 473.1596722
Coefficient of variation (CV) 5.107600225
Kurtosis 59.33867585
Mean 92.63835291
Median Absolute Deviation (MAD) 0
Skewness 7.357084526
Sum 65147458.49
Variance 223880.0754
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 487176
69.3%
10.26320288 56622
 
8.1%
5.656854249 18391
 
2.6%
3.464101615 5295
 
0.8%
5.30199124 4057
 
0.6%
14.43375673 3428
 
0.5%
21.92031022 3205
 
0.5%
20.1246118 2808
 
0.4%
17.67766953 2520
 
0.4%
14.14213562 1437
 
0.2%
Other values (48780) 118306
 
16.8%
Value Count Frequency (%)
0 487176
69.3%
0.516397779 18
 
< 0.1%
0.534522484 4
 
< 0.1%
0.577350269 68
 
< 0.1%
0.703731551 1
 
< 0.1%
Value Count Frequency (%)
7049.469004 1
 
< 0.1%
6692.644993 2
 
< 0.1%
5796.50069 19
 
< 0.1%
5795.50069 98
< 0.1%
5762.073497 1
 
< 0.1%

Bwd Packet Length Max
Real number (ℝ≥0)

ZEROS

Distinct 3758
Distinct (%) 0.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 1061.408849
Minimum 0
Maximum 13032
Zeros 126026
Zeros (%) 17.9%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 6
median 37
Q3 190
95-th percentile 7215
Maximum 13032
Range 13032
Interquartile range (IQR) 184

Descriptive statistics

Standard deviation 2459.757593
Coefficient of variation (CV) 2.317445908
Kurtosis 6.40281206
Mean 1061.408849
Median Absolute Deviation (MAD) 37
Skewness 2.665605008
Sum 746430466
Variance 6050407.418
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
6 206328
29.3%
0 126026
17.9%
5840 20666
 
2.9%
4380 17594
 
2.5%
20 14353
 
2.0%
1460 11637
 
1.7%
8760 10015
 
1.4%
11595 8703
 
1.2%
7215 7542
 
1.1%
48 7433
 
1.1%
Other values (3748) 272948
38.8%
Value Count Frequency (%)
0 126026
17.9%
1 1
 
< 0.1%
2 1209
 
0.2%
4 121
 
< 0.1%
6 206328
29.3%
Value Count Frequency (%)
13032 2
 
< 0.1%
11680 8
 
< 0.1%
11595 8703
1.2%
11584 1
 
< 0.1%
10719 1
 
< 0.1%

Bwd Packet Length Min
Real number (ℝ≥0)

ZEROS

Distinct 431
Distinct (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 32.79846426
Minimum 0
Maximum 1639
Zeros 297117
Zeros (%) 42.2%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 6
Q3 48
95-th percentile 155
Maximum 1639
Range 1639
Interquartile range (IQR) 48

Descriptive statistics

Standard deviation 63.94235739
Coefficient of variation (CV) 1.949553396
Kurtosis 95.78890029
Mean 32.79846426
Median Absolute Deviation (MAD) 6
Skewness 5.889784646
Sum 23065356
Variance 4088.625068
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 297117
42.2%
6 208136
29.6%
48 7460
 
1.1%
2 5208
 
0.7%
46 5074
 
0.7%
102 4543
 
0.6%
132 3285
 
0.5%
79 2856
 
0.4%
23 2575
 
0.4%
94 2555
 
0.4%
Other values (421) 164436
23.4%
Value Count Frequency (%)
0 297117
42.2%
2 5208
 
0.7%
4 121
 
< 0.1%
6 208136
29.6%
12 1
 
< 0.1%
Value Count Frequency (%)
1639 1
 
< 0.1%
1460 12
< 0.1%
1454 3
 
< 0.1%
1452 3
 
< 0.1%
1448 6
< 0.1%

Bwd Packet Length Mean
Real number (ℝ≥0)

ZEROS

Distinct 37181
Distinct (%) 5.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 362.2718547
Minimum 0
Maximum 5800.5
Zeros 126026
Zeros (%) 17.9%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 6
median 23
Q3 162
95-th percentile 2321.4
Maximum 5800.5
Range 5800.5
Interquartile range (IQR) 156

Descriptive statistics

Standard deviation 757.4642026
Coefficient of variation (CV) 2.090872346
Kurtosis 3.79284377
Mean 362.2718547
Median Absolute Deviation (MAD) 23
Skewness 2.277395929
Sum 254765870.4
Variance 573752.0182
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
6 201949
28.7%
0 126026
17.9%
2321.4 20311
 
2.9%
1934.5 13156
 
1.9%
1933.5 12251
 
1.7%
2900.25 12244
 
1.7%
2320.2 11746
 
1.7%
2901.75 8446
 
1.2%
48 7435
 
1.1%
46 5059
 
0.7%
Other values (37171) 284622
40.5%
Value Count Frequency (%)
0 126026
17.9%
0.333333333 1
 
< 0.1%
0.461538462 15
 
< 0.1%
0.666666667 5
 
< 0.1%
1 4
 
< 0.1%
Value Count Frequency (%)
5800.5 1
 
< 0.1%
3869 30
 
< 0.1%
3867 287
< 0.1%
3787.339614 1
 
< 0.1%
3697.843532 1
 
< 0.1%

Bwd Packet Length Std
Real number (ℝ≥0)

ZEROS

Distinct 48772
Distinct (%) 6.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 450.3165124
Minimum 0
Maximum 8194.660487
Zeros 513988
Zeros (%) 73.1%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 5.783117191
95-th percentile 3327.769794
Maximum 8194.660487
Range 8194.660487
Interquartile range (IQR) 5.783117191

Descriptive statistics

Standard deviation 1135.086387
Coefficient of variation (CV) 2.520641272
Kurtosis 8.185297416
Mean 450.3165124
Median Absolute Deviation (MAD) 0
Skewness 2.921165005
Sum 316682835.8
Variance 1288421.105
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 513988
73.1%
5795.50069 8404
 
1.2%
4128.319301 7346
 
1.0%
2538.919278 6171
 
0.9%
4413.201989 6113
 
0.9%
1757.789948 5806
 
0.8%
3327.769794 5723
 
0.8%
2177.344966 4801
 
0.7%
5.30199124 4767
 
0.7%
9.899494937 4721
 
0.7%
Other values (48762) 135405
 
19.3%
Value Count Frequency (%)
0 513988
73.1%
0.516397779 2
 
< 0.1%
0.577350269 24
 
< 0.1%
0.707106781 91
 
< 0.1%
1.060660172 1
 
< 0.1%
Value Count Frequency (%)
8194.660487 1
 
< 0.1%
6692.644993 268
 
< 0.1%
6690.91227 30
 
< 0.1%
5795.50069 8404
1.2%
5476.71407 2
 
< 0.1%

Flow Bytes/s
Real number (ℝ)

ZEROS

Distinct 401585
Distinct (%) 57.1%
Missing 47
Missing (%) < 0.1%
Infinite 480
Infinite (%) 0.1%
Mean inf
Minimum -193000000
Maximum inf
Zeros 32089
Zeros (%) 4.6%
Negative 46
Negative (%) < 0.1%
Memory size 5.4 MiB

Quantile statistics

Minimum -193000000
5-th percentile 1.990763719
Q1 162.2212165
median 13089.3417
Q3 177777.7778
95-th percentile 1761904.762
Maximum inf
Range inf
Interquartile range (IQR) 177615.5566

Descriptive statistics

Standard deviation nan
Coefficient of variation (CV) nan
Kurtosis nan
Mean inf
Median Absolute Deviation (MAD) 13089.3417
Skewness nan
Sum inf
Variance nan
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 32089
 
4.6%
186046.5116 6646
 
0.9%
181818.1818 6475
 
0.9%
136363.6364 6209
 
0.9%
139534.8837 6167
 
0.9%
4000000 4654
 
0.7%
122448.9796 4153
 
0.6%
142857.1429 4102
 
0.6%
133333.3333 3926
 
0.6%
125000 3903
 
0.6%
Other values (401575) 624874
88.9%
Value Count Frequency (%)
-193000000 1
 
< 0.1%
-12000000 13
< 0.1%
-8000000 13
< 0.1%
-6000000 15
< 0.1%
-4000000 1
 
< 0.1%
Value Count Frequency (%)
inf 480
0.1%
2070000000 33
 
< 0.1%
1040000000 112
 
< 0.1%
690000000 6
 
< 0.1%
617000000 167
 
< 0.1%

Flow Packets/s
Real number (ℝ)

Distinct 336477
Distinct (%) 47.8%
Missing 0
Missing (%) 0.0%
Infinite 527
Infinite (%) 0.1%
Mean inf
Minimum -2000000
Maximum inf
Zeros 0
Zeros (%) 0.0%
Negative 47
Negative (%) < 0.1%
Memory size 5.4 MiB

Quantile statistics

Minimum -2000000
5-th percentile 0.1941563122
Q1 4.382918015
median 129.2532394
Q3 30303.0303
95-th percentile 117647.0588
Maximum inf
Range inf
Interquartile range (IQR) 30298.64738

Descriptive statistics

Standard deviation nan
Coefficient of variation (CV) nan
Kurtosis nan
Mean inf
Median Absolute Deviation (MAD) 129.0773411
Skewness nan
Sum inf
Variance nan
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
46511.62791 12981
 
1.8%
45454.54545 12135
 
1.7%
666666.6667 9271
 
1.3%
40816.32653 8727
 
1.2%
41666.66667 6621
 
0.9%
47619.04762 6112
 
0.9%
44444.44444 5356
 
0.8%
500000 4927
 
0.7%
37037.03704 4233
 
0.6%
36363.63636 3760
 
0.5%
Other values (336467) 629122
89.5%
Value Count Frequency (%)
-2000000 43
< 0.1%
-1000000 1
 
< 0.1%
-166666.6667 2
 
< 0.1%
-153846.1538 1
 
< 0.1%
0.016748648 1
 
< 0.1%
Value Count Frequency (%)
inf 527
 
0.1%
3000000 60
 
< 0.1%
2500000 1
 
< 0.1%
2000000 3450
0.5%
1666666.667 6
 
< 0.1%

Flow IAT Mean
Real number (ℝ)

Distinct 332303
Distinct (%) 47.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 908835.3405
Minimum -13
Maximum 119000000
Zeros 527
Zeros (%) 0.1%
Negative 47
Negative (%) < 0.1%
Memory size 5.4 MiB

Quantile statistics

Minimum -13
5-th percentile 16
Q1 57.66666667
median 9835
Q3 268122
95-th percentile 5596843.385
Maximum 119000000
Range 119000013
Interquartile range (IQR) 268064.3333

Descriptive statistics

Standard deviation 3050189.684
Coefficient of variation (CV) 3.356152152
Kurtosis 129.6023911
Mean 908835.3405
Median Absolute Deviation (MAD) 9816
Skewness 8.994831042
Sum 6.39133909 × 1011
Variance 9.30365711 × 1012
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
43 13062
 
1.9%
44 12153
 
1.7%
3 9281
 
1.3%
49 9062
 
1.3%
48 6870
 
1.0%
42 6136
 
0.9%
45 5491
 
0.8%
4 4872
 
0.7%
54 4802
 
0.7%
55 4399
 
0.6%
Other values (332293) 627117
89.2%
Value Count Frequency (%)
-13 1
 
< 0.1%
-12 2
 
< 0.1%
-2 1
 
< 0.1%
-1 43
 
< 0.1%
0 527
0.1%
Value Count Frequency (%)
119000000 1
< 0.1%
118000000 1
< 0.1%
113000000 1
< 0.1%
107000000 2
< 0.1%
103000000 1
< 0.1%

Flow IAT Std
Real number (ℝ≥0)

ZEROS

Distinct 291716
Distinct (%) 41.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 2096191.379
Minimum 0
Maximum 84800000
Zeros 284142
Zeros (%) 40.4%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 118.3568052
Q3 653696.2631
95-th percentile 17900000
Maximum 84800000
Range 84800000
Interquartile range (IQR) 653696.2631

Descriptive statistics

Standard deviation 6169961.297
Coefficient of variation (CV) 2.943415071
Kurtosis 27.71086934
Mean 2096191.379
Median Absolute Deviation (MAD) 118.3568052
Skewness 4.652670335
Sum 1.474136107 × 1012
Variance 3.806842241 × 1013
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 284142
40.4%
1.414213562 872
 
0.1%
20700000 642
 
0.1%
20300000 616
 
0.1%
20600000 543
 
0.1%
20500000 522
 
0.1%
20000000 498
 
0.1%
20200000 485
 
0.1%
2.121320344 463
 
0.1%
20800000 457
 
0.1%
Other values (291706) 414005
58.9%
Value Count Frequency (%)
0 284142
40.4%
0.288675135 1
 
< 0.1%
0.389249472 8
 
< 0.1%
0.40824829 1
 
< 0.1%
0.452267017 11
 
< 0.1%
Value Count Frequency (%)
84800000 2
< 0.1%
84700000 1
< 0.1%
84100000 1
< 0.1%
80600000 1
< 0.1%
74400000 1
< 0.1%

Flow IAT Max
Real number (ℝ)

Distinct 220670
Distinct (%) 31.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 6322294.594
Minimum -13
Maximum 120000000
Zeros 527
Zeros (%) 0.1%
Negative 47
Negative (%) < 0.1%
Memory size 5.4 MiB

Quantile statistics

Minimum -13
5-th percentile 17
Q1 67
median 29427
Q3 1771392
95-th percentile 60100000
Maximum 120000000
Range 120000013
Interquartile range (IQR) 1771325

Descriptive statistics

Standard deviation 18617379.96
Coefficient of variation (CV) 2.944718833
Kurtosis 11.98261549
Mean 6322294.594
Median Absolute Deviation (MAD) 29393
Skewness 3.587482347
Sum 4.446122062 × 1012
Variance 3.466068365 × 1014
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
10000000 20982
 
3.0%
43 13032
 
1.9%
44 12119
 
1.7%
3 10206
 
1.5%
49 9590
 
1.4%
48 7697
 
1.1%
42 6089
 
0.9%
10200000 5732
 
0.8%
4 5513
 
0.8%
45 5425
 
0.8%
Other values (220660) 606860
86.3%
Value Count Frequency (%)
-13 1
 
< 0.1%
-12 2
 
< 0.1%
-2 1
 
< 0.1%
-1 43
 
< 0.1%
0 527
0.1%
Value Count Frequency (%)
120000000 58
< 0.1%
119000000 91
< 0.1%
118000000 89
< 0.1%
117000000 77
< 0.1%
116000000 63
< 0.1%

Flow IAT Min
Real number (ℝ)

SKEWED
ZEROS

Distinct 41613
Distinct (%) 5.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 45356.80082
Minimum -13
Maximum 119000000
Zeros 14878
Zeros (%) 2.1%
Negative 509
Negative (%) 0.1%
Memory size 5.4 MiB

Quantile statistics

Minimum -13
5-th percentile 1
Q1 3
median 17
Q3 60
95-th percentile 47407
Maximum 119000000
Range 119000013
Interquartile range (IQR) 57

Descriptive statistics

Standard deviation 1328392.951
Coefficient of variation (CV) 29.2876245
Kurtosis 2412.346874
Mean 45356.80082
Median Absolute Deviation (MAD) 16
Skewness 46.52089778
Sum 3.18969434 × 1010
Variance 1.764627832 × 1012
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
3 126433
 
18.0%
1 93663
 
13.3%
4 53389
 
7.6%
2 23889
 
3.4%
48 18690
 
2.7%
0 14878
 
2.1%
43 13890
 
2.0%
49 13560
 
1.9%
44 13115
 
1.9%
5 7513
 
1.1%
Other values (41603) 324225
46.1%
Value Count Frequency (%)
-13 3
< 0.1%
-12 4
< 0.1%
-11 1
 
< 0.1%
-10 1
 
< 0.1%
-6 1
 
< 0.1%
Value Count Frequency (%)
119000000 1
< 0.1%
118000000 1
< 0.1%
113000000 1
< 0.1%
107000000 2
< 0.1%
103000000 1
< 0.1%

Fwd IAT Total
Real number (ℝ≥0)

ZEROS

Distinct 132197
Distinct (%) 18.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 10169554.22
Minimum 0
Maximum 120000000
Zeros 266313
Zeros (%) 37.9%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 4
Q3 253339
95-th percentile 90100000
Maximum 120000000
Range 120000000
Interquartile range (IQR) 253339

Descriptive statistics

Standard deviation 28055188
Coefficient of variation (CV) 2.758743147
Kurtosis 6.759750945
Mean 10169554.22
Median Absolute Deviation (MAD) 4
Skewness 2.851721282
Sum 7.151688155 × 1012
Variance 7.870935737 × 1014
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 266313
37.9%
3 51243
 
7.3%
4 29352
 
4.2%
1 23412
 
3.3%
48 11454
 
1.6%
49 7849
 
1.1%
116000000 7566
 
1.1%
2 4058
 
0.6%
118000000 3879
 
0.6%
117000000 3510
 
0.5%
Other values (132187) 294609
41.9%
Value Count Frequency (%)
0 266313
37.9%
1 23412
 
3.3%
2 4058
 
0.6%
3 51243
 
7.3%
4 29352
 
4.2%
Value Count Frequency (%)
120000000 969
 
0.1%
119000000 1738
 
0.2%
118000000 3879
0.6%
117000000 3510
0.5%
116000000 7566
1.1%

Fwd IAT Mean
Real number (ℝ≥0)

ZEROS

Distinct 188243
Distinct (%) 26.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 1711846.708
Minimum 0
Maximum 120000000
Zeros 266313
Zeros (%) 37.9%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 4
Q3 52128
95-th percentile 10300000
Maximum 120000000
Range 120000000
Interquartile range (IQR) 52128

Descriptive statistics

Standard deviation 7444102.062
Coefficient of variation (CV) 4.348579828
Kurtosis 109.7296741
Mean 1711846.708
Median Absolute Deviation (MAD) 4
Skewness 9.450035893
Sum 1.203847638 × 1012
Variance 5.541465551 × 1013
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 266313
37.9%
3 51182
 
7.3%
4 28154
 
4.0%
1 23672
 
3.4%
48 11360
 
1.6%
49 7673
 
1.1%
2 5056
 
0.7%
47 2648
 
0.4%
11500000 1852
 
0.3%
11200000 1148
 
0.2%
Other values (188233) 304187
43.3%
Value Count Frequency (%)
0 266313
37.9%
0.5 53
 
< 0.1%
0.666666667 5
 
< 0.1%
0.75 2
 
< 0.1%
1 23672
 
3.4%
Value Count Frequency (%)
120000000 25
 
< 0.1%
119000000 73
< 0.1%
118000000 58
< 0.1%
117000000 53
< 0.1%
116000000 44
< 0.1%

Fwd IAT Std
Real number (ℝ≥0)

ZEROS

Distinct 175407
Distinct (%) 24.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 2189079.134
Minimum 0
Maximum 83500000
Zeros 434687
Zeros (%) 61.8%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 26253.40326
95-th percentile 20000000
Maximum 83500000
Range 83500000
Interquartile range (IQR) 26253.40326

Descriptive statistics

Standard deviation 7006787.998
Coefficient of variation (CV) 3.200792464
Kurtosis 17.27817029
Mean 2189079.134
Median Absolute Deviation (MAD) 0
Skewness 4.10695639
Sum 1.539458956 × 1012
Variance 4.909507804 × 1013
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 434687
61.8%
1.414213562 1091
 
0.2%
2.121320344 537
 
0.1%
27100000 378
 
0.1%
32900000 371
 
0.1%
27000000 370
 
0.1%
28800000 364
 
0.1%
29600000 360
 
0.1%
26300000 353
 
0.1%
26200000 341
 
< 0.1%
Other values (175397) 264393
37.6%
Value Count Frequency (%)
0 434687
61.8%
0.288675135 1
 
< 0.1%
0.389249472 8
 
< 0.1%
0.452267017 11
 
< 0.1%
0.492365964 5
 
< 0.1%
Value Count Frequency (%)
83500000 1
< 0.1%
81900000 1
< 0.1%
81200000 1
< 0.1%
80900000 2
< 0.1%
80600000 1
< 0.1%

Fwd IAT Max
Real number (ℝ≥0)

ZEROS

Distinct 131429
Distinct (%) 18.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 6103958.489
Minimum 0
Maximum 120000000
Zeros 266313
Zeros (%) 37.9%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 4
Q3 147194
95-th percentile 60000000
Maximum 120000000
Range 120000000
Interquartile range (IQR) 147194

Descriptive statistics

Standard deviation 18915440.52
Coefficient of variation (CV) 3.098880923
Kurtosis 12.16313661
Mean 6103958.489
Median Absolute Deviation (MAD) 4
Skewness 3.622251885
Sum 4.292578288 × 1012
Variance 3.5779389 × 1014
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 266313
37.9%
3 52340
 
7.4%
4 28901
 
4.1%
1 23714
 
3.4%
10000000 13596
 
1.9%
48 11616
 
1.7%
10100000 10337
 
1.5%
49 7880
 
1.1%
10200000 6406
 
0.9%
2 3882
 
0.6%
Other values (131419) 278260
39.6%
Value Count Frequency (%)
0 266313
37.9%
1 23714
 
3.4%
2 3882
 
0.6%
3 52340
 
7.4%
4 28901
 
4.1%
Value Count Frequency (%)
120000000 61
< 0.1%
119000000 90
< 0.1%
118000000 92
< 0.1%
117000000 70
< 0.1%
116000000 64
< 0.1%

Fwd IAT Min
Real number (ℝ)

ZEROS

Distinct 30140
Distinct (%) 4.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 629920.466
Minimum -12
Maximum 120000000
Zeros 271776
Zeros (%) 38.6%
Negative 6
Negative (%) < 0.1%
Memory size 5.4 MiB

Quantile statistics

Minimum -12
5-th percentile 0
Q1 0
median 3
Q3 48
95-th percentile 13576.2
Maximum 120000000
Range 120000012
Interquartile range (IQR) 48

Descriptive statistics

Standard deviation 6786680.999
Coefficient of variation (CV) 10.77386966
Kurtosis 166.1757215
Mean 629920.466
Median Absolute Deviation (MAD) 3
Skewness 12.47454723
Sum 4.429884181 × 1011
Variance 4.605903899 × 1013
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 271776
38.6%
3 96624
 
13.7%
1 64170
 
9.1%
4 48409
 
6.9%
48 19286
 
2.7%
49 14085
 
2.0%
2 11991
 
1.7%
47 4479
 
0.6%
5 2734
 
0.4%
18 1820
 
0.3%
Other values (30130) 167871
23.9%
Value Count Frequency (%)
-12 1
 
< 0.1%
-1 5
 
< 0.1%
0 271776
38.6%
1 64170
 
9.1%
2 11991
 
1.7%
Value Count Frequency (%)
120000000 25
 
< 0.1%
119000000 73
< 0.1%
118000000 58
< 0.1%
117000000 53
< 0.1%
116000000 44
< 0.1%

Bwd IAT Total
Real number (ℝ≥0)

ZEROS

Distinct 136223
Distinct (%) 19.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 6960247.944
Minimum 0
Maximum 120000000
Zeros 362154
Zeros (%) 51.5%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 84521
95-th percentile 71200000
Maximum 120000000
Range 120000000
Interquartile range (IQR) 84521

Descriptive statistics

Standard deviation 24127553.65
Coefficient of variation (CV) 3.466479046
Kurtosis 12.202732
Mean 6960247.944
Median Absolute Deviation (MAD) 0
Skewness 3.663536572
Sum 4.894759565 × 1012
Variance 5.821388453 × 1014
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 362154
51.5%
3 39381
 
5.6%
4 29040
 
4.1%
48 25903
 
3.7%
49 11809
 
1.7%
1 10681
 
1.5%
111000000 5611
 
0.8%
47 4404
 
0.6%
2 4083
 
0.6%
110000000 3076
 
0.4%
Other values (136213) 207103
29.4%
Value Count Frequency (%)
0 362154
51.5%
1 10681
 
1.5%
2 4083
 
0.6%
3 39381
 
5.6%
4 29040
 
4.1%
Value Count Frequency (%)
120000000 495
 
0.1%
119000000 1162
0.2%
118000000 2836
0.4%
117000000 2125
0.3%
116000000 661
 
0.1%

Bwd IAT Mean
Real number (ℝ≥0)

ZEROS

Distinct 188604
Distinct (%) 26.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 1187668.392
Minimum 0
Maximum 120000000
Zeros 362154
Zeros (%) 51.5%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 17196.4
95-th percentile 5638201.1
Maximum 120000000
Range 120000000
Interquartile range (IQR) 17196.4

Descriptive statistics

Standard deviation 7226711.486
Coefficient of variation (CV) 6.08478893
Kurtosis 128.1989726
Mean 1187668.392
Median Absolute Deviation (MAD) 0
Skewness 10.63498165
Sum 8.352218585 × 1011
Variance 5.22253589 × 1013
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 362154
51.5%
3 39287
 
5.6%
4 28763
 
4.1%
48 25890
 
3.7%
49 11694
 
1.7%
1 10810
 
1.5%
47 4400
 
0.6%
2 4236
 
0.6%
10000000 856
 
0.1%
10100000 810
 
0.1%
Other values (188594) 214345
30.5%
Value Count Frequency (%)
0 362154
51.5%
0.5 22
 
< 0.1%
0.666666667 29
 
< 0.1%
1 10810
 
1.5%
1.2 1
 
< 0.1%
Value Count Frequency (%)
120000000 21
 
< 0.1%
119000000 70
< 0.1%
118000000 57
< 0.1%
117000000 57
< 0.1%
116000000 45
< 0.1%

Bwd IAT Std
Real number (ℝ≥0)

ZEROS

Distinct 181381
Distinct (%) 25.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 909182.2615
Minimum 0
Maximum 83400000
Zeros 504862
Zeros (%) 71.8%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 17076.10785
95-th percentile 4767277.341
Maximum 83400000
Range 83400000
Interquartile range (IQR) 17076.10785

Descriptive statistics

Standard deviation 3972193.629
Coefficient of variation (CV) 4.368973964
Kurtosis 57.55515889
Mean 909182.2615
Median Absolute Deviation (MAD) 0
Skewness 6.865461403
Sum 6.393778795 × 1011
Variance 1.577832223 × 1013
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 504862
71.8%
23700000 288
 
< 0.1%
22000000 275
 
< 0.1%
1.414213562 239
 
< 0.1%
23800000 211
 
< 0.1%
22800000 197
 
< 0.1%
22700000 179
 
< 0.1%
20600000 176
 
< 0.1%
24600000 173
 
< 0.1%
23600000 170
 
< 0.1%
Other values (181371) 196475
 
27.9%
Value Count Frequency (%)
0 504862
71.8%
0.577350269 34
 
< 0.1%
0.707106781 87
 
< 0.1%
0.894427191 1
 
< 0.1%
1 12
 
< 0.1%
Value Count Frequency (%)
83400000 1
< 0.1%
81900000 1
< 0.1%
81300000 1
< 0.1%
80900000 1
< 0.1%
79200000 1
< 0.1%

Bwd IAT Max
Real number (ℝ≥0)

ZEROS

Distinct 134830
Distinct (%) 19.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 3112174.647
Minimum 0
Maximum 120000000
Zeros 362154
Zeros (%) 51.5%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 59876
95-th percentile 10100000
Maximum 120000000
Range 120000000
Interquartile range (IQR) 59876

Descriptive statistics

Standard deviation 12917586.66
Coefficient of variation (CV) 4.150662519
Kurtosis 30.8911415
Mean 3112174.647
Median Absolute Deviation (MAD) 0
Skewness 5.456489639
Sum 2.188621259 × 1012
Variance 1.66864045 × 1014
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 362154
51.5%
3 39568
 
5.6%
4 28898
 
4.1%
48 26049
 
3.7%
10000000 13649
 
1.9%
49 11862
 
1.7%
10100000 10979
 
1.6%
1 10846
 
1.5%
10200000 6080
 
0.9%
47 4422
 
0.6%
Other values (134820) 188738
26.8%
Value Count Frequency (%)
0 362154
51.5%
1 10846
 
1.5%
2 4020
 
0.6%
3 39568
 
5.6%
4 28898
 
4.1%
Value Count Frequency (%)
120000000 38
< 0.1%
119000000 80
< 0.1%
118000000 85
< 0.1%
117000000 71
< 0.1%
116000000 61
< 0.1%

Bwd IAT Min
Real number (ℝ≥0)

ZEROS

Distinct 14310
Distinct (%) 2.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 668053.753
Minimum 0
Maximum 120000000
Zeros 365565
Zeros (%) 52.0%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 4
95-th percentile 268
Maximum 120000000
Range 120000000
Interquartile range (IQR) 4

Descriptive statistics

Standard deviation 6949728.129
Coefficient of variation (CV) 10.40294751
Kurtosis 152.6936378
Mean 668053.753
Median Absolute Deviation (MAD) 0
Skewness 11.94249874
Sum 4.698054615 × 1011
Variance 4.829872107 × 1013
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 365565
52.0%
3 67580
 
9.6%
4 47797
 
6.8%
1 38292
 
5.4%
48 35877
 
5.1%
49 16799
 
2.4%
2 15760
 
2.2%
47 7483
 
1.1%
5 6682
 
1.0%
16 2467
 
0.4%
Other values (14300) 98943
 
14.1%
Value Count Frequency (%)
0 365565
52.0%
1 38292
 
5.4%
2 15760
 
2.2%
3 67580
 
9.6%
4 47797
 
6.8%
Value Count Frequency (%)
120000000 21
 
< 0.1%
119000000 70
< 0.1%
118000000 57
< 0.1%
117000000 57
< 0.1%
116000000 45
< 0.1%

Fwd PSH Flags
Real number (ℝ≥0)

ZEROS

Distinct 2
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 0.03306102425
Minimum 0
Maximum 1
Zeros 679995
Zeros (%) 96.7%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 0
Maximum 1
Range 1
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 0.1787960805
Coefficient of variation (CV) 5.408062348
Kurtosis 25.28147648
Mean 0.03306102425
Median Absolute Deviation (MAD) 0
Skewness 5.223160402
Sum 23250
Variance 0.03196803839
Monotonicity Not monotonic
Histogram with fixed size bins (bins=2)
Value Count Frequency (%)
0 679995
96.7%
1 23250
 
3.3%
Value Count Frequency (%)
0 679995
96.7%
1 23250
 
3.3%
Value Count Frequency (%)
1 23250
 
3.3%
0 679995
96.7%

Bwd PSH Flags
Real number (ℝ≥0)

CONSTANT
REJECTED
ZEROS

Distinct 1
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 0
Minimum 0
Maximum 0
Zeros 703245
Zeros (%) 100.0%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 0
Maximum 0
Range 0
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 0
Coefficient of variation (CV) nan
Kurtosis 0
Mean 0
Median Absolute Deviation (MAD) 0
Skewness 0
Sum 0
Variance 0
Monotonicity Increasing
Histogram with fixed size bins (bins=1)
Value Count Frequency (%)
0 703245
100.0%
Value Count Frequency (%)
0 703245
100.0%
Value Count Frequency (%)
0 703245
100.0%

Fwd URG Flags
Real number (ℝ≥0)

CONSTANT
REJECTED
ZEROS

Distinct 1
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 0
Minimum 0
Maximum 0
Zeros 703245
Zeros (%) 100.0%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 0
Maximum 0
Range 0
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 0
Coefficient of variation (CV) nan
Kurtosis 0
Mean 0
Median Absolute Deviation (MAD) 0
Skewness 0
Sum 0
Variance 0
Monotonicity Increasing
Histogram with fixed size bins (bins=1)
Value Count Frequency (%)
0 703245
100.0%
Value Count Frequency (%)
0 703245
100.0%
Value Count Frequency (%)
0 703245
100.0%

Bwd URG Flags
Real number (ℝ≥0)

CONSTANT
REJECTED
ZEROS

Distinct 1
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 0
Minimum 0
Maximum 0
Zeros 703245
Zeros (%) 100.0%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 0
Maximum 0
Range 0
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 0
Coefficient of variation (CV) nan
Kurtosis 0
Mean 0
Median Absolute Deviation (MAD) 0
Skewness 0
Sum 0
Variance 0
Monotonicity Increasing
Histogram with fixed size bins (bins=1)
Value Count Frequency (%)
0 703245
100.0%
Value Count Frequency (%)
0 703245
100.0%
Value Count Frequency (%)
0 703245
100.0%

Fwd Header Length
Real number (ℝ≥0)

SKEWED

Distinct 1630
Distinct (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 161.3666688
Minimum 0
Maximum 4369484
Zeros 327
Zeros (%) < 0.1%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 20
Q1 32
median 52
Q3 80
95-th percentile 360
Maximum 4369484
Range 4369484
Interquartile range (IQR) 48

Descriptive statistics

Standard deviation 12072.66199
Coefficient of variation (CV) 74.81509089
Kurtosis 109893.0878
Mean 161.3666688
Median Absolute Deviation (MAD) 20
Skewness 325.9194026
Sum 113480303
Variance 145749167.6
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
40 166498
23.7%
24 77966
11.1%
64 71817
10.2%
72 63740
 
9.1%
20 62508
 
8.9%
32 41417
 
5.9%
80 37900
 
5.4%
100 25772
 
3.7%
172 23148
 
3.3%
104 9677
 
1.4%
Other values (1620) 122802
17.5%
Value Count Frequency (%)
0 327
 
< 0.1%
6 1
 
< 0.1%
12 4
 
< 0.1%
20 62508
8.9%
24 77966
11.1%
Value Count Frequency (%)
4369484 1
< 0.1%
4340524 1
< 0.1%
4185560 1
< 0.1%
4155916 1
< 0.1%
3646100 1
< 0.1%

Bwd Header Length
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct 1851
Distinct (%) 0.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 171.0841328
Minimum 0
Maximum 5692040
Zeros 97165
Zeros (%) 13.8%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 20
median 32
Q3 92
95-th percentile 364
Maximum 5692040
Range 5692040
Interquartile range (IQR) 72

Descriptive statistics

Standard deviation 15514.58636
Coefficient of variation (CV) 90.68395824
Kurtosis 110556.1418
Mean 171.0841328
Median Absolute Deviation (MAD) 32
Skewness 326.8901591
Sum 120314061
Variance 240702389.9
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
20 213250
30.3%
0 97165
13.8%
40 76487
 
10.9%
64 59589
 
8.5%
32 44320
 
6.3%
112 36646
 
5.2%
132 29583
 
4.2%
92 24484
 
3.5%
80 9806
 
1.4%
100 8758
 
1.2%
Other values (1841) 103157
14.7%
Value Count Frequency (%)
0 97165
13.8%
12 2
 
< 0.1%
20 213250
30.3%
24 1218
 
0.2%
28 320
 
< 0.1%
Value Count Frequency (%)
5692040 1
< 0.1%
5634820 1
< 0.1%
5312300 1
< 0.1%
5311880 1
< 0.1%
4661732 1
< 0.1%

Fwd Packets/s
Real number (ℝ≥0)

Distinct 332632
Distinct (%) 47.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 33811.10927
Minimum 0
Maximum 3000000
Zeros 574
Zeros (%) 0.1%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0.10204139
Q1 1.96275605
median 65.27947776
Q3 15625
95-th percentile 61224.4898
Maximum 3000000
Range 3000000
Interquartile range (IQR) 15623.03724

Descriptive statistics

Standard deviation 162928.0797
Coefficient of variation (CV) 4.818773569
Kurtosis 90.20010769
Mean 33811.10927
Median Absolute Deviation (MAD) 65.18144241
Skewness 8.643678269
Sum 2.377749354 × 1010
Variance 2.654555915 × 1010
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
23255.81395 12997
 
1.8%
22727.27273 12113
 
1.7%
666666.6667 8448
 
1.2%
20408.16327 8376
 
1.2%
23809.52381 6086
 
0.9%
20833.33333 5934
 
0.8%
22222.22222 5378
 
0.8%
500000 4949
 
0.7%
18518.51852 4250
 
0.6%
18181.81818 3825
 
0.5%
Other values (332622) 630889
89.7%
Value Count Frequency (%)
0 574
0.1%
0.008478041 1
 
< 0.1%
0.012290657 1
 
< 0.1%
0.012290805 3
 
< 0.1%
0.012290808 1
 
< 0.1%
Value Count Frequency (%)
3000000 35
 
< 0.1%
2000000 2602
0.4%
1666666.667 1
 
< 0.1%
1500000 214
 
< 0.1%
1333333.333 11
 
< 0.1%

Bwd Packets/s
Real number (ℝ≥0)

ZEROS

Distinct 275458
Distinct (%) 39.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 10638.49819
Minimum 0
Maximum 2000000
Zeros 97570
Zeros (%) 13.9%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0.287035414
median 32.90068927
Q3 12987.01299
95-th percentile 32258.06452
Maximum 2000000
Range 2000000
Interquartile range (IQR) 12986.72595

Descriptive statistics

Standard deviation 45836.3757
Coefficient of variation (CV) 4.308538188
Kurtosis 397.8461729
Mean 10638.49819
Median Absolute Deviation (MAD) 32.90068927
Skewness 17.55205392
Sum 7481470658
Variance 2100973337
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 97570
 
13.9%
23255.81395 12961
 
1.8%
22727.27273 12068
 
1.7%
20408.16327 8240
 
1.2%
23809.52381 6043
 
0.9%
20833.33333 5837
 
0.8%
22222.22222 5317
 
0.8%
18518.51852 4194
 
0.6%
18181.81818 3768
 
0.5%
20000 3171
 
0.5%
Other values (275448) 544076
77.4%
Value Count Frequency (%)
0 97570
13.9%
0.00833582 1
 
< 0.1%
0.008335969 1
 
< 0.1%
0.008337443 1
 
< 0.1%
0.008404359 1
 
< 0.1%
Value Count Frequency (%)
2000000 18
 
< 0.1%
1500000 1
 
< 0.1%
1333333.333 5
 
< 0.1%
1000000 925
0.1%
800000 1
 
< 0.1%

Min Packet Length
Real number (ℝ≥0)

ZEROS

Distinct 148
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 13.00315679
Minimum 0
Maximum 1359
Zeros 311592
Zeros (%) 44.3%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 2
Q3 30
95-th percentile 50
Maximum 1359
Range 1359
Interquartile range (IQR) 30

Descriptive statistics

Standard deviation 22.00305915
Coefficient of variation (CV) 1.69213211
Kurtosis 432.6180064
Mean 13.00315679
Median Absolute Deviation (MAD) 2
Skewness 9.267707303
Sum 9144405
Variance 484.1346119
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 311592
44.3%
6 123670
 
17.6%
2 78849
 
11.2%
32 11844
 
1.7%
44 8730
 
1.2%
48 8119
 
1.2%
34 8094
 
1.2%
42 8017
 
1.1%
35 7976
 
1.1%
33 7809
 
1.1%
Other values (138) 128545
18.3%
Value Count Frequency (%)
0 311592
44.3%
2 78849
 
11.2%
5 1
 
< 0.1%
6 123670
 
17.6%
18 98
 
< 0.1%
Value Count Frequency (%)
1359 4
 
< 0.1%
1330 1
 
< 0.1%
1326 1
 
< 0.1%
1306 11
< 0.1%
1302 5
< 0.1%

Max Packet Length
Real number (ℝ≥0)

ZEROS

Distinct 4322
Distinct (%) 0.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 1239.469221
Minimum 0
Maximum 24820
Zeros 32136
Zeros (%) 4.6%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 6
Q1 6
median 54
Q3 517
95-th percentile 7300
Maximum 24820
Range 24820
Interquartile range (IQR) 511

Descriptive statistics

Standard deviation 2633.357972
Coefficient of variation (CV) 2.124585208
Kurtosis 4.985153434
Mean 1239.469221
Median Absolute Deviation (MAD) 48
Skewness 2.3951544
Sum 871650532
Variance 6934574.208
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
6 275653
39.2%
0 32136
 
4.6%
5840 24344
 
3.5%
4380 20447
 
2.9%
8760 11732
 
1.7%
1460 11128
 
1.6%
31 10746
 
1.5%
11595 10202
 
1.5%
7215 8926
 
1.3%
10135 8551
 
1.2%
Other values (4312) 289380
41.1%
Value Count Frequency (%)
0 32136
 
4.6%
2 11
 
< 0.1%
4 121
 
< 0.1%
6 275653
39.2%
7 37
 
< 0.1%
Value Count Frequency (%)
24820 2
 
< 0.1%
23360 19
< 0.1%
21900 4
 
< 0.1%
21600 1
 
< 0.1%
20440 6
 
< 0.1%

Packet Length Mean
Real number (ℝ≥0)

ZEROS

Distinct 49631
Distinct (%) 7.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 213.1674185
Minimum 0
Maximum 2265.586207
Zeros 32136
Zeros (%) 4.6%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 2
Q1 3.333333333
median 43.8
Q3 119.2
95-th percentile 1291.888889
Maximum 2265.586207
Range 2265.586207
Interquartile range (IQR) 115.8666667

Descriptive statistics

Standard deviation 396.3149245
Coefficient of variation (CV) 1.859172134
Kurtosis 2.768031238
Mean 213.1674185
Median Absolute Deviation (MAD) 40.46666667
Skewness 2.043286731
Sum 149908921.2
Variance 157065.5194
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
6 107196
 
15.2%
2 80404
 
11.4%
3.333333333 77967
 
11.1%
0 32136
 
4.6%
1292.555556 15798
 
2.2%
1163.3 10349
 
1.5%
1453.375 9358
 
1.3%
1162.7 9131
 
1.3%
1291.888889 8848
 
1.3%
1454.125 6634
 
0.9%
Other values (49621) 345424
49.1%
Value Count Frequency (%)
0 32136
4.6%
0.666666667 11
 
< 0.1%
0.75 17
 
< 0.1%
1 2
 
< 0.1%
1.090909091 1
 
< 0.1%
Value Count Frequency (%)
2265.586207 1
< 0.1%
2149.073171 1
< 0.1%
2123.818182 1
< 0.1%
2090.201779 1
< 0.1%
2042.305346 1
< 0.1%

Packet Length Std
Real number (ℝ≥0)

ZEROS

Distinct 67379
Distinct (%) 9.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 409.2475928
Minimum 0
Maximum 4731.522394
Zeros 149526
Zeros (%) 21.3%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2.309401077
median 12.5
Q3 155.1965323
95-th percentile 2650.585648
Maximum 4731.522394
Range 4731.522394
Interquartile range (IQR) 152.8871312

Descriptive statistics

Standard deviation 873.5515413
Coefficient of variation (CV) 2.134530677
Kurtosis 4.856204184
Mean 409.2475928
Median Absolute Deviation (MAD) 12.5
Skewness 2.38476723
Sum 287801323.4
Variance 763092.2953
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 149526
21.3%
3.464101615 80747
 
11.5%
2.309401077 78369
 
11.1%
8.76356092 20923
 
3.0%
9.237604307 7389
 
1.1%
4097.537534 6634
 
0.9%
3113.952607 5468
 
0.8%
70.10848736 5370
 
0.8%
3.286335345 4918
 
0.7%
2138.329153 4831
 
0.7%
Other values (67369) 339070
48.2%
Value Count Frequency (%)
0 149526
21.3%
0.447213595 2
 
< 0.1%
0.547722558 210
 
< 0.1%
0.577350269 1
 
< 0.1%
0.700487851 1
 
< 0.1%
Value Count Frequency (%)
4731.522394 6
 
< 0.1%
4708.990311 1
 
< 0.1%
4380.487987 268
 
< 0.1%
4097.537534 6634
0.9%
4052.869595 1
 
< 0.1%

Packet Length Variance
Real number (ℝ≥0)

ZEROS

Distinct 67374
Distinct (%) 9.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 930452.8739
Minimum 0
Maximum 22400000
Zeros 149526
Zeros (%) 21.3%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 5.333333333
median 156.25
Q3 24085.96364
95-th percentile 7025604.278
Maximum 22400000
Range 22400000
Interquartile range (IQR) 24080.63031

Descriptive statistics

Standard deviation 2665493.546
Coefficient of variation (CV) 2.864727081
Kurtosis 14.91495105
Mean 930452.8739
Median Absolute Deviation (MAD) 156.25
Skewness 3.682778462
Sum 6.543363313 × 1011
Variance 7.104855842 × 1012
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 149526
21.3%
12 80747
 
11.5%
5.333333333 78369
 
11.1%
76.8 20923
 
3.0%
85.33333333 7389
 
1.1%
16800000 6634
 
0.9%
9696700.839 5468
 
0.8%
4915.2 5370
 
0.8%
11200000 4933
 
0.7%
10.8 4918
 
0.7%
Other values (67364) 338968
48.2%
Value Count Frequency (%)
0 149526
21.3%
0.2 2
 
< 0.1%
0.3 210
 
< 0.1%
0.333333333 1
 
< 0.1%
0.49068323 1
 
< 0.1%
Value Count Frequency (%)
22400000 6
 
< 0.1%
22200000 1
 
< 0.1%
19200000 268
 
< 0.1%
16800000 6634
0.9%
16400000 1
 
< 0.1%

FIN Flag Count
Real number (ℝ≥0)

ZEROS

Distinct 2
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 0.007916160086
Minimum 0
Maximum 1
Zeros 697678
Zeros (%) 99.2%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 0
Maximum 1
Range 1
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 0.08862000713
Coefficient of variation (CV) 11.19482251
Kurtosis 121.3327233
Mean 0.007916160086
Median Absolute Deviation (MAD) 0
Skewness 11.10551117
Sum 5567
Variance 0.007853505663
Monotonicity Not monotonic
Histogram with fixed size bins (bins=2)
Value Count Frequency (%)
0 697678
99.2%
1 5567
 
0.8%
Value Count Frequency (%)
0 697678
99.2%
1 5567
 
0.8%
Value Count Frequency (%)
1 5567
 
0.8%
0 697678
99.2%

SYN Flag Count
Real number (ℝ≥0)

ZEROS

Distinct 2
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 0.03306102425
Minimum 0
Maximum 1
Zeros 679995
Zeros (%) 96.7%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 0
Maximum 1
Range 1
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 0.1787960805
Coefficient of variation (CV) 5.408062348
Kurtosis 25.28147648
Mean 0.03306102425
Median Absolute Deviation (MAD) 0
Skewness 5.223160402
Sum 23250
Variance 0.03196803839
Monotonicity Not monotonic
Histogram with fixed size bins (bins=2)
Value Count Frequency (%)
0 679995
96.7%
1 23250
 
3.3%
Value Count Frequency (%)
0 679995
96.7%
1 23250
 
3.3%
Value Count Frequency (%)
1 23250
 
3.3%
0 679995
96.7%

RST Flag Count
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct 2
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 0.0001365100356
Minimum 0
Maximum 1
Zeros 703149
Zeros (%) > 99.9%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 0
Maximum 1
Range 1
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 0.01168296173
Coefficient of variation (CV) 85.58317104
Kurtosis 7320.520943
Mean 0.0001365100356
Median Absolute Deviation (MAD) 0
Skewness 85.57160816
Sum 96
Variance 0.0001364915947
Monotonicity Not monotonic
Histogram with fixed size bins (bins=2)
Value Count Frequency (%)
0 703149
> 99.9%
1 96
 
< 0.1%
Value Count Frequency (%)
0 703149
> 99.9%
1 96
 
< 0.1%
Value Count Frequency (%)
1 96
 
< 0.1%
0 703149
> 99.9%

PSH Flag Count
Real number (ℝ≥0)

ZEROS

Distinct 2
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 0.443432943
Minimum 0
Maximum 1
Zeros 391403
Zeros (%) 55.7%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 1
95-th percentile 1
Maximum 1
Range 1
Interquartile range (IQR) 1

Descriptive statistics

Standard deviation 0.4967902163
Coefficient of variation (CV) 1.120327716
Kurtosis -1.948144221
Mean 0.443432943
Median Absolute Deviation (MAD) 0
Skewness 0.2277308048
Sum 311842
Variance 0.246800519
Monotonicity Not monotonic
Histogram with fixed size bins (bins=2)
Value Count Frequency (%)
0 391403
55.7%
1 311842
44.3%
Value Count Frequency (%)
0 391403
55.7%
1 311842
44.3%
Value Count Frequency (%)
1 311842
44.3%
0 391403
55.7%

ACK Flag Count
Real number (ℝ≥0)

ZEROS

Distinct 2
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 0.2835697374
Minimum 0
Maximum 1
Zeros 503826
Zeros (%) 71.6%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 1
95-th percentile 1
Maximum 1
Range 1
Interquartile range (IQR) 1

Descriptive statistics

Standard deviation 0.4507307737
Coefficient of variation (CV) 1.589488278
Kurtosis -1.07772047
Mean 0.2835697374
Median Absolute Deviation (MAD) 0
Skewness 0.9603554527
Sum 199419
Variance 0.2031582303
Monotonicity Not monotonic
Histogram with fixed size bins (bins=2)
Value Count Frequency (%)
0 503826
71.6%
1 199419
 
28.4%
Value Count Frequency (%)
0 503826
71.6%
1 199419
 
28.4%
Value Count Frequency (%)
1 199419
 
28.4%
0 503826
71.6%

URG Flag Count
Real number (ℝ≥0)

ZEROS

Distinct 2
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 0.09039097327
Minimum 0
Maximum 1
Zeros 639678
Zeros (%) 91.0%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 1
Maximum 1
Range 1
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 0.2867412808
Coefficient of variation (CV) 3.172233581
Kurtosis 6.162477364
Mean 0.09039097327
Median Absolute Deviation (MAD) 0
Skewness 2.857001897
Sum 63567
Variance 0.08222056214
Monotonicity Not monotonic
Histogram with fixed size bins (bins=2)
Value Count Frequency (%)
0 639678
91.0%
1 63567
 
9.0%
Value Count Frequency (%)
0 639678
91.0%
1 63567
 
9.0%
Value Count Frequency (%)
1 63567
 
9.0%
0 639678
91.0%

CWE Flag Count
Real number (ℝ≥0)

CONSTANT
REJECTED
ZEROS

Distinct 1
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 0
Minimum 0
Maximum 0
Zeros 703245
Zeros (%) 100.0%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 0
Maximum 0
Range 0
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 0
Coefficient of variation (CV) nan
Kurtosis 0
Mean 0
Median Absolute Deviation (MAD) 0
Skewness 0
Sum 0
Variance 0
Monotonicity Increasing
Histogram with fixed size bins (bins=1)
Value Count Frequency (%)
0 703245
100.0%
Value Count Frequency (%)
0 703245
100.0%
Value Count Frequency (%)
0 703245
100.0%

ECE Flag Count
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct 2
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 0.0001365100356
Minimum 0
Maximum 1
Zeros 703149
Zeros (%) > 99.9%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 0
Maximum 1
Range 1
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 0.01168296173
Coefficient of variation (CV) 85.58317104
Kurtosis 7320.520943
Mean 0.0001365100356
Median Absolute Deviation (MAD) 0
Skewness 85.57160816
Sum 96
Variance 0.0001364915947
Monotonicity Not monotonic
Histogram with fixed size bins (bins=2)
Value Count Frequency (%)
0 703149
> 99.9%
1 96
 
< 0.1%
Value Count Frequency (%)
0 703149
> 99.9%
1 96
 
< 0.1%
Value Count Frequency (%)
1 96
 
< 0.1%
0 703149
> 99.9%

Down/Up Ratio
Real number (ℝ≥0)

ZEROS

Distinct 12
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 0.8572787578
Minimum 0
Maximum 124
Zeros 204465
Zeros (%) 29.1%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 1
Q3 1
95-th percentile 2
Maximum 124
Range 124
Interquartile range (IQR) 1

Descriptive statistics

Standard deviation 0.9086606312
Coefficient of variation (CV) 1.059936016
Kurtosis 494.4891767
Mean 0.8572787578
Median Absolute Deviation (MAD) 0
Skewness 6.682719947
Sum 602877
Variance 0.8256641427
Monotonicity Not monotonic
Histogram with fixed size bins (bins=12)
Value Count Frequency (%)
1 455696
64.8%
0 204465
29.1%
2 24226
 
3.4%
5 10100
 
1.4%
6 6213
 
0.9%
3 1330
 
0.2%
7 650
 
0.1%
4 559
 
0.1%
8 3
 
< 0.1%
16 1
 
< 0.1%
Other values (2) 2
 
< 0.1%
Value Count Frequency (%)
0 204465
29.1%
1 455696
64.8%
2 24226
 
3.4%
3 1330
 
0.2%
4 559
 
0.1%
Value Count Frequency (%)
124 1
 
< 0.1%
16 1
 
< 0.1%
11 1
 
< 0.1%
8 3
 
< 0.1%
7 650
0.1%

Average Packet Size
Real number (ℝ≥0)

ZEROS

Distinct 48687
Distinct (%) 6.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 239.499073
Minimum 0
Maximum 2528
Zeros 32136
Zeros (%) 4.6%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 3
Q1 5
median 53.75
Q3 150
95-th percentile 1453.375
Maximum 2528
Range 2528
Interquartile range (IQR) 145

Descriptive statistics

Standard deviation 440.557691
Coefficient of variation (CV) 1.839496435
Kurtosis 3.120963561
Mean 239.499073
Median Absolute Deviation (MAD) 48.75
Skewness 2.105315269
Sum 168426525.6
Variance 194091.0791
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
3 86314
 
12.3%
5 77962
 
11.1%
9 42613
 
6.1%
0 32136
 
4.6%
7.5 23593
 
3.4%
7.2 22578
 
3.2%
1454.125 15798
 
2.2%
1292.555556 10349
 
1.5%
7 10184
 
1.4%
1661 9358
 
1.3%
Other values (48677) 372360
52.9%
Value Count Frequency (%)
0 32136
4.6%
0.75 1
 
< 0.1%
0.857142857 17
 
< 0.1%
1 10
 
< 0.1%
1.148148148 1
 
< 0.1%
Value Count Frequency (%)
2528 1
 
< 0.1%
2357 1
 
< 0.1%
2328 1
 
< 0.1%
2324.2 6
< 0.1%
2291.930233 1
 
< 0.1%

Avg Fwd Segment Size
Real number (ℝ≥0)

ZEROS

Distinct 27746
Distinct (%) 3.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 76.83530369
Minimum 0
Maximum 5940.857143
Zeros 114451
Zeros (%) 16.3%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
median 8.666666667
Q3 42
95-th percentile 147.3333333
Maximum 5940.857143
Range 5940.857143
Interquartile range (IQR) 40

Descriptive statistics

Standard deviation 303.0482573
Coefficient of variation (CV) 3.9441278
Kurtosis 37.88278044
Mean 76.83530369
Median Absolute Deviation (MAD) 8.666666667
Skewness 6.043745133
Sum 54034043.15
Variance 91838.24627
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 114451
16.3%
6 109867
 
15.6%
2 78207
 
11.1%
8.666666667 56619
 
8.1%
7 18117
 
2.6%
32 11803
 
1.7%
44 8370
 
1.2%
48 8226
 
1.2%
34 8056
 
1.1%
35 7941
 
1.1%
Other values (27736) 281588
40.0%
Value Count Frequency (%)
0 114451
16.3%
0.041189374 1
 
< 0.1%
0.04122454 1
 
< 0.1%
0.05120943 1
 
< 0.1%
0.06482547 1
 
< 0.1%
Value Count Frequency (%)
5940.857143 1
< 0.1%
5939.285714 1
< 0.1%
5675.444444 1
< 0.1%
5560.297297 1
< 0.1%
5483.558824 1
< 0.1%

Avg Bwd Segment Size
Real number (ℝ≥0)

ZEROS

Distinct 37181
Distinct (%) 5.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 362.2718547
Minimum 0
Maximum 5800.5
Zeros 126026
Zeros (%) 17.9%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 6
median 23
Q3 162
95-th percentile 2321.4
Maximum 5800.5
Range 5800.5
Interquartile range (IQR) 156

Descriptive statistics

Standard deviation 757.4642026
Coefficient of variation (CV) 2.090872346
Kurtosis 3.79284377
Mean 362.2718547
Median Absolute Deviation (MAD) 23
Skewness 2.277395929
Sum 254765870.4
Variance 573752.0182
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
6 201949
28.7%
0 126026
17.9%
2321.4 20311
 
2.9%
1934.5 13156
 
1.9%
1933.5 12251
 
1.7%
2900.25 12244
 
1.7%
2320.2 11746
 
1.7%
2901.75 8446
 
1.2%
48 7435
 
1.1%
46 5059
 
0.7%
Other values (37171) 284622
40.5%
Value Count Frequency (%)
0 126026
17.9%
0.333333333 1
 
< 0.1%
0.461538462 15
 
< 0.1%
0.666666667 5
 
< 0.1%
1 4
 
< 0.1%
Value Count Frequency (%)
5800.5 1
 
< 0.1%
3869 30
 
< 0.1%
3867 287
< 0.1%
3787.339614 1
 
< 0.1%
3697.843532 1
 
< 0.1%

Fwd Header Length.1
Real number (ℝ≥0)

SKEWED

Distinct 1630
Distinct (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 161.3666688
Minimum 0
Maximum 4369484
Zeros 327
Zeros (%) < 0.1%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 20
Q1 32
median 52
Q3 80
95-th percentile 360
Maximum 4369484
Range 4369484
Interquartile range (IQR) 48

Descriptive statistics

Standard deviation 12072.66199
Coefficient of variation (CV) 74.81509089
Kurtosis 109893.0878
Mean 161.3666688
Median Absolute Deviation (MAD) 20
Skewness 325.9194026
Sum 113480303
Variance 145749167.6
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
40 166498
23.7%
24 77966
11.1%
64 71817
10.2%
72 63740
 
9.1%
20 62508
 
8.9%
32 41417
 
5.9%
80 37900
 
5.4%
100 25772
 
3.7%
172 23148
 
3.3%
104 9677
 
1.4%
Other values (1620) 122802
17.5%
Value Count Frequency (%)
0 327
 
< 0.1%
6 1
 
< 0.1%
12 4
 
< 0.1%
20 62508
8.9%
24 77966
11.1%
Value Count Frequency (%)
4369484 1
< 0.1%
4340524 1
< 0.1%
4185560 1
< 0.1%
4155916 1
< 0.1%
3646100 1
< 0.1%

Fwd Avg Bytes/Bulk
Real number (ℝ≥0)

CONSTANT
REJECTED
ZEROS

Distinct 1
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 0
Minimum 0
Maximum 0
Zeros 703245
Zeros (%) 100.0%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 0
Maximum 0
Range 0
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 0
Coefficient of variation (CV) nan
Kurtosis 0
Mean 0
Median Absolute Deviation (MAD) 0
Skewness 0
Sum 0
Variance 0
Monotonicity Increasing
Histogram with fixed size bins (bins=1)
Value Count Frequency (%)
0 703245
100.0%
Value Count Frequency (%)
0 703245
100.0%
Value Count Frequency (%)
0 703245
100.0%

Fwd Avg Packets/Bulk
Real number (ℝ≥0)

CONSTANT
REJECTED
ZEROS

Distinct 1
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 0
Minimum 0
Maximum 0
Zeros 703245
Zeros (%) 100.0%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 0
Maximum 0
Range 0
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 0
Coefficient of variation (CV) nan
Kurtosis 0
Mean 0
Median Absolute Deviation (MAD) 0
Skewness 0
Sum 0
Variance 0
Monotonicity Increasing
Histogram with fixed size bins (bins=1)
Value Count Frequency (%)
0 703245
100.0%
Value Count Frequency (%)
0 703245
100.0%
Value Count Frequency (%)
0 703245
100.0%

Fwd Avg Bulk Rate
Real number (ℝ≥0)

CONSTANT
REJECTED
ZEROS

Distinct 1
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 0
Minimum 0
Maximum 0
Zeros 703245
Zeros (%) 100.0%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 0
Maximum 0
Range 0
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 0
Coefficient of variation (CV) nan
Kurtosis 0
Mean 0
Median Absolute Deviation (MAD) 0
Skewness 0
Sum 0
Variance 0
Monotonicity Increasing
Histogram with fixed size bins (bins=1)
Value Count Frequency (%)
0 703245
100.0%
Value Count Frequency (%)
0 703245
100.0%
Value Count Frequency (%)
0 703245
100.0%

Bwd Avg Bytes/Bulk
Real number (ℝ≥0)

CONSTANT
REJECTED
ZEROS

Distinct 1
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 0
Minimum 0
Maximum 0
Zeros 703245
Zeros (%) 100.0%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 0
Maximum 0
Range 0
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 0
Coefficient of variation (CV) nan
Kurtosis 0
Mean 0
Median Absolute Deviation (MAD) 0
Skewness 0
Sum 0
Variance 0
Monotonicity Increasing
Histogram with fixed size bins (bins=1)
Value Count Frequency (%)
0 703245
100.0%
Value Count Frequency (%)
0 703245
100.0%
Value Count Frequency (%)
0 703245
100.0%

Bwd Avg Packets/Bulk
Real number (ℝ≥0)

CONSTANT
REJECTED
ZEROS

Distinct 1
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 0
Minimum 0
Maximum 0
Zeros 703245
Zeros (%) 100.0%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 0
Maximum 0
Range 0
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 0
Coefficient of variation (CV) nan
Kurtosis 0
Mean 0
Median Absolute Deviation (MAD) 0
Skewness 0
Sum 0
Variance 0
Monotonicity Increasing
Histogram with fixed size bins (bins=1)
Value Count Frequency (%)
0 703245
100.0%
Value Count Frequency (%)
0 703245
100.0%
Value Count Frequency (%)
0 703245
100.0%

Bwd Avg Bulk Rate
Real number (ℝ≥0)

CONSTANT
REJECTED
ZEROS

Distinct 1
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 0
Minimum 0
Maximum 0
Zeros 703245
Zeros (%) 100.0%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 0
Maximum 0
Range 0
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 0
Coefficient of variation (CV) nan
Kurtosis 0
Mean 0
Median Absolute Deviation (MAD) 0
Skewness 0
Sum 0
Variance 0
Monotonicity Increasing
Histogram with fixed size bins (bins=1)
Value Count Frequency (%)
0 703245
100.0%
Value Count Frequency (%)
0 703245
100.0%
Value Count Frequency (%)
0 703245
100.0%

Subflow Fwd Packets
Real number (ℝ≥0)

SKEWED

Distinct 651
Distinct (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 6.735626986
Minimum 1
Maximum 207964
Zeros 0
Zeros (%) 0.0%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
median 2
Q3 4
95-th percentile 15
Maximum 207964
Range 207963
Interquartile range (IQR) 3

Descriptive statistics

Standard deviation 572.3633905
Coefficient of variation (CV) 84.97551775
Kurtosis 111988.5035
Mean 6.735626986
Median Absolute Deviation (MAD) 1
Skewness 330.3791442
Sum 4736796
Variance 327599.8508
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
1 264342
37.6%
2 170038
24.2%
3 82345
 
11.7%
4 42454
 
6.0%
5 32512
 
4.6%
8 24792
 
3.5%
6 11369
 
1.6%
7 11132
 
1.6%
9 10969
 
1.6%
10 4911
 
0.7%
Other values (641) 48381
 
6.9%
Value Count Frequency (%)
1 264342
37.6%
2 170038
24.2%
3 82345
 
11.7%
4 42454
 
6.0%
5 32512
 
4.6%
Value Count Frequency (%)
207964 1
< 0.1%
206687 1
< 0.1%
197473 1
< 0.1%
196265 1
< 0.1%
180262 1
< 0.1%

Subflow Fwd Bytes
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct 8702
Distinct (%) 1.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 559.623447
Minimum 0
Maximum 1235152
Zeros 114451
Zeros (%) 16.3%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
median 30
Q3 80
95-th percentile 1763
Maximum 1235152
Range 1235152
Interquartile range (IQR) 78

Descriptive statistics

Standard deviation 4685.555384
Coefficient of variation (CV) 8.37269312
Kurtosis 31619.29112
Mean 559.623447
Median Absolute Deviation (MAD) 30
Skewness 138.2205652
Sum 393552391
Variance 21954429.26
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 114451
 
16.3%
2 77985
 
11.1%
26 56780
 
8.1%
6 36429
 
5.2%
12 30593
 
4.4%
24 23157
 
3.3%
30 22328
 
3.2%
56 22088
 
3.1%
64 12205
 
1.7%
62 9544
 
1.4%
Other values (8692) 297685
42.3%
Value Count Frequency (%)
0 114451
16.3%
2 77985
11.1%
4 120
 
< 0.1%
6 36429
 
5.2%
7 34
 
< 0.1%
Value Count Frequency (%)
1235152 1
< 0.1%
1231684 1
< 0.1%
1168497 1
< 0.1%
1160947 1
< 0.1%
1062717 1
< 0.1%

Subflow Bwd Packets
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct 823
Distinct (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 7.360662358
Minimum 0
Maximum 284602
Zeros 97136
Zeros (%) 13.8%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
median 1
Q3 4
95-th percentile 14
Maximum 284602
Range 284602
Interquartile range (IQR) 3

Descriptive statistics

Standard deviation 771.5897457
Coefficient of variation (CV) 104.8261295
Kurtosis 112921.5848
Mean 7.360662358
Median Absolute Deviation (MAD) 1
Skewness 331.6324841
Sum 5176349
Variance 595350.7356
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
1 264681
37.6%
2 142892
20.3%
0 97136
 
13.8%
5 48342
 
6.9%
6 37765
 
5.4%
4 33477
 
4.8%
9 9563
 
1.4%
7 8263
 
1.2%
3 6484
 
0.9%
10 5968
 
0.8%
Other values (813) 48674
 
6.9%
Value Count Frequency (%)
0 97136
 
13.8%
1 264681
37.6%
2 142892
20.3%
3 6484
 
0.9%
4 33477
 
4.8%
Value Count Frequency (%)
284602 1
< 0.1%
281741 1
< 0.1%
265615 1
< 0.1%
265594 1
< 0.1%
233086 1
< 0.1%

Subflow Bwd Bytes
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct 22088
Distinct (%) 3.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 10728.36217
Minimum 0
Maximum 627039470
Zeros 126026
Zeros (%) 17.9%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 6
median 56
Q3 348
95-th percentile 11607
Maximum 627039470
Range 627039470
Interquartile range (IQR) 342

Descriptive statistics

Standard deviation 1728336.89
Coefficient of variation (CV) 161.0997898
Kurtosis 111829.7955
Mean 10728.36217
Median Absolute Deviation (MAD) 56
Skewness 329.9637056
Sum 7544667055
Variance 2.987148406 × 1012
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
6 183964
26.2%
0 126026
17.9%
11607 42875
 
6.1%
11601 38471
 
5.5%
30 10435
 
1.5%
46 6393
 
0.9%
62 5286
 
0.8%
26 5228
 
0.7%
96 4549
 
0.6%
36 4501
 
0.6%
Other values (22078) 275517
39.2%
Value Count Frequency (%)
0 126026
17.9%
1 1
 
< 0.1%
2 1208
 
0.2%
4 120
 
< 0.1%
6 183964
26.2%
Value Count Frequency (%)
627039470 1
< 0.1%
611320795 1
< 0.1%
606685970 1
< 0.1%
578312590 1
< 0.1%
574084784 1
< 0.1%

Init_Win_bytes_forward
Real number (ℝ)

Distinct 5378
Distinct (%) 0.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 7570.834975
Minimum -1
Maximum 65535
Zeros 5511
Zeros (%) 0.8%
Negative 188969
Negative (%) 26.9%
Memory size 5.4 MiB

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -1
median 358
Q3 8192
95-th percentile 29200
Maximum 65535
Range 65536
Interquartile range (IQR) 8193

Descriptive statistics

Standard deviation 12840.78209
Coefficient of variation (CV) 1.696085324
Kurtosis 4.628248841
Mean 7570.834975
Median Absolute Deviation (MAD) 359
Skewness 2.081379488
Sum 5324151842
Variance 164885684.7
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
-1 188969
26.9%
29200 114320
16.3%
8192 114075
16.2%
1024 78632
11.2%
256 75933
10.8%
229 27105
 
3.9%
65535 7647
 
1.1%
0 5511
 
0.8%
253 2924
 
0.4%
254 2278
 
0.3%
Other values (5368) 85851
12.2%
Value Count Frequency (%)
-1 188969
26.9%
0 5511
 
0.8%
2 15
 
< 0.1%
3 3
 
< 0.1%
4 55
 
< 0.1%
Value Count Frequency (%)
65535 7647
1.1%
65527 1
 
< 0.1%
65523 1
 
< 0.1%
65522 9
 
< 0.1%
65520 9
 
< 0.1%

Init_Win_bytes_backward
Real number (ℝ)

ZEROS

Distinct 5651
Distinct (%) 0.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 1243.481559
Minimum -1
Maximum 65535
Zeros 185166
Zeros (%) 26.3%
Negative 283660
Negative (%) 40.3%
Memory size 5.4 MiB

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -1
median 0
Q3 229
95-th percentile 1013
Maximum 65535
Range 65536
Interquartile range (IQR) 230

Descriptive statistics

Standard deviation 6894.958227
Coefficient of variation (CV) 5.544881769
Kurtosis 55.04694291
Mean 1243.481559
Median Absolute Deviation (MAD) 1
Skewness 7.123338791
Sum 874472189
Variance 47540448.96
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
-1 283660
40.3%
0 185166
26.3%
229 84495
 
12.0%
256 19853
 
2.8%
31 3553
 
0.5%
29200 3539
 
0.5%
65535 2970
 
0.4%
60 2934
 
0.4%
946 2769
 
0.4%
237 2276
 
0.3%
Other values (5641) 112030
 
15.9%
Value Count Frequency (%)
-1 283660
40.3%
0 185166
26.3%
1 1
 
< 0.1%
2 13
 
< 0.1%
3 15
 
< 0.1%
Value Count Frequency (%)
65535 2970
0.4%
65534 1
 
< 0.1%
65506 2
 
< 0.1%
65500 2
 
< 0.1%
65472 1
 
< 0.1%

act_data_pkt_fwd
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct 564
Distinct (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 4.571550455
Minimum 0
Maximum 198636
Zeros 286068
Zeros (%) 40.7%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 1
Q3 3
95-th percentile 8
Maximum 198636
Range 198636
Interquartile range (IQR) 3

Descriptive statistics

Standard deviation 545.3285358
Coefficient of variation (CV) 119.2874367
Kurtosis 113941.4447
Mean 4.571550455
Median Absolute Deviation (MAD) 1
Skewness 334.5114952
Sum 3214920
Variance 297383.2119
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 286068
40.7%
1 164656
23.4%
2 75162
 
10.7%
3 50999
 
7.3%
4 38150
 
5.4%
6 24698
 
3.5%
5 13235
 
1.9%
7 10988
 
1.6%
8 4322
 
0.6%
9 3408
 
0.5%
Other values (554) 31559
 
4.5%
Value Count Frequency (%)
0 286068
40.7%
1 164656
23.4%
2 75162
 
10.7%
3 50999
 
7.3%
4 38150
 
5.4%
Value Count Frequency (%)
198636 1
< 0.1%
198058 1
< 0.1%
187587 1
< 0.1%
186424 1
< 0.1%
176857 1
< 0.1%

min_seg_size_forward
Real number (ℝ≥0)

Distinct 16
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 25.69005539
Minimum 0
Maximum 60
Zeros 339
Zeros (%) < 0.1%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 20
Q1 20
median 20
Q3 32
95-th percentile 40
Maximum 60
Range 60
Interquartile range (IQR) 12

Descriptive statistics

Standard deviation 7.290533452
Coefficient of variation (CV) 0.2837881562
Kurtosis -0.6654385703
Mean 25.69005539
Median Absolute Deviation (MAD) 0
Skewness 0.8445310548
Sum 18066403
Variance 53.15187801
Monotonicity Not monotonic
Histogram with fixed size bins (bins=16)
Value Count Frequency (%)
20 376247
53.5%
32 156959
22.3%
40 88774
 
12.6%
24 78014
 
11.1%
28 2047
 
0.3%
44 809
 
0.1%
0 339
 
< 0.1%
56 29
 
< 0.1%
6 7
 
< 0.1%
52 6
 
< 0.1%
Other values (6) 14
 
< 0.1%
Value Count Frequency (%)
0 339
 
< 0.1%
6 7
 
< 0.1%
10 2
 
< 0.1%
20 376247
53.5%
24 78014
 
11.1%
Value Count Frequency (%)
60 2
 
< 0.1%
56 29
< 0.1%
52 6
 
< 0.1%
48 6
 
< 0.1%
46 2
 
< 0.1%

Active Mean
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct 87517
Distinct (%) 12.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 96568.83635
Minimum 0
Maximum 110000000
Zeros 571274
Zeros (%) 81.2%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 233312.5515
Maximum 110000000
Range 110000000
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 708277.4909
Coefficient of variation (CV) 7.334431247
Kurtosis 5105.583391
Mean 96568.83635
Median Absolute Deviation (MAD) 0
Skewness 46.22522346
Sum 6.791155132 × 1010
Variance 5.016570041 × 1011
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 571274
81.2%
4 1246
 
0.2%
5 854
 
0.1%
2 481
 
0.1%
3 400
 
0.1%
995 374
 
0.1%
997 367
 
0.1%
1003 367
 
0.1%
998 359
 
0.1%
1001 340
 
< 0.1%
Other values (87507) 127183
 
18.1%
Value Count Frequency (%)
0 571274
81.2%
1 100
 
< 0.1%
2 481
 
0.1%
2.5 1
 
< 0.1%
3 400
 
0.1%
Value Count Frequency (%)
110000000 1
< 0.1%
106000000 1
< 0.1%
105000000 1
< 0.1%
100000000 2
< 0.1%
85900000 1
< 0.1%

Active Std
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct 36727
Distinct (%) 5.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 28123.03731
Minimum 0
Maximum 70500000
Zeros 666256
Zeros (%) 94.7%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 7555.461761
Maximum 70500000
Range 70500000
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 329384.1796
Coefficient of variation (CV) 11.71225483
Kurtosis 7255.307188
Mean 28123.03731
Median Absolute Deviation (MAD) 0
Skewness 57.93163301
Sum 1.977738537 × 1010
Variance 1.084939378 × 1011
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 666256
94.7%
3.535533906 9
 
< 0.1%
18.38477631 8
 
< 0.1%
0.707106781 8
 
< 0.1%
5.656854249 7
 
< 0.1%
1.414213562 7
 
< 0.1%
19.09188309 6
 
< 0.1%
8.485281374 6
 
< 0.1%
15.55634919 6
 
< 0.1%
10700000 5
 
< 0.1%
Other values (36717) 36927
 
5.3%
Value Count Frequency (%)
0 666256
94.7%
0.707106781 8
 
< 0.1%
1.272418021 1
 
< 0.1%
1.380131119 1
 
< 0.1%
1.414213562 7
 
< 0.1%
Value Count Frequency (%)
70500000 1
< 0.1%
50400000 2
< 0.1%
48500000 1
< 0.1%
42300000 1
< 0.1%
39500000 2
< 0.1%

Active Max
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct 85801
Distinct (%) 12.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 148358.0055
Minimum 0
Maximum 110000000
Zeros 571274
Zeros (%) 81.2%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 505262.8
Maximum 110000000
Range 110000000
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 983094.2142
Coefficient of variation (CV) 6.626499265
Kurtosis 2080.865401
Mean 148358.0055
Median Absolute Deviation (MAD) 0
Skewness 30.57408308
Sum 1.043320256 × 1011
Variance 9.664742339 × 1011
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 571274
81.2%
4 1248
 
0.2%
5 854
 
0.1%
2 480
 
0.1%
3 402
 
0.1%
995 374
 
0.1%
997 367
 
0.1%
1003 367
 
0.1%
998 359
 
0.1%
1001 340
 
< 0.1%
Other values (85791) 127180
 
18.1%
Value Count Frequency (%)
0 571274
81.2%
1 100
 
< 0.1%
2 480
 
0.1%
3 402
 
0.1%
4 1248
 
0.2%
Value Count Frequency (%)
110000000 1
< 0.1%
106000000 1
< 0.1%
105000000 1
< 0.1%
102000000 1
< 0.1%
100000000 2
< 0.1%

Active Min
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct 66458
Distinct (%) 9.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 81046.1326
Minimum 0
Maximum 110000000
Zeros 571274
Zeros (%) 81.2%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 99828
Maximum 110000000
Range 110000000
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 657853.5226
Coefficient of variation (CV) 8.117025471
Kurtosis 6651.351047
Mean 81046.1326
Median Absolute Deviation (MAD) 0
Skewness 53.13737246
Sum 5.699528752 × 1010
Variance 4.327712572 × 1011
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 571274
81.2%
4 1257
 
0.2%
5 860
 
0.1%
2 485
 
0.1%
3 427
 
0.1%
995 374
 
0.1%
1003 367
 
0.1%
997 367
 
0.1%
998 359
 
0.1%
1001 340
 
< 0.1%
Other values (66448) 127135
 
18.1%
Value Count Frequency (%)
0 571274
81.2%
1 159
 
< 0.1%
2 485
 
0.1%
3 427
 
0.1%
4 1257
 
0.2%
Value Count Frequency (%)
110000000 1
< 0.1%
106000000 1
< 0.1%
105000000 1
< 0.1%
100000000 2
< 0.1%
85900000 1
< 0.1%

Idle Mean
Real number (ℝ≥0)

ZEROS

Distinct 58489
Distinct (%) 8.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 5030473.268
Minimum 0
Maximum 120000000
Zeros 571083
Zeros (%) 81.2%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 40600000
Maximum 120000000
Range 120000000
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 15826198.73
Coefficient of variation (CV) 3.146065567
Kurtosis 16.66758851
Mean 5030473.268
Median Absolute Deviation (MAD) 0
Skewness 4.022649488
Sum 3.537655173 × 1012
Variance 2.504685663 × 1014
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 571083
81.2%
10000000 10354
 
1.5%
10200000 3962
 
0.6%
10100000 2587
 
0.4%
58500000 869
 
0.1%
58600000 864
 
0.1%
58700000 799
 
0.1%
12000000 790
 
0.1%
58400000 759
 
0.1%
39200000 753
 
0.1%
Other values (58479) 110425
 
15.7%
Value Count Frequency (%)
0 571083
81.2%
5000001 1
 
< 0.1%
5000011 1
 
< 0.1%
5000014 1
 
< 0.1%
5000030 1
 
< 0.1%
Value Count Frequency (%)
120000000 40
< 0.1%
119000000 85
< 0.1%
118000000 85
< 0.1%
117000000 72
< 0.1%
116000000 60
< 0.1%

Idle Std
Real number (ℝ≥0)

ZEROS

Distinct 36010
Distinct (%) 5.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 1231938.516
Minimum 0
Maximum 76600000
Zeros 649318
Zeros (%) 92.3%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 70182.60756
Maximum 76600000
Range 76600000
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 7536520.71
Coefficient of variation (CV) 6.117611074
Kurtosis 38.31842115
Mean 1231938.516
Median Absolute Deviation (MAD) 0
Skewness 6.257615171
Sum 8.66354602 × 1011
Variance 5.679914442 × 1013
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 649318
92.3%
42800000 185
 
< 0.1%
54800000 158
 
< 0.1%
44000000 155
 
< 0.1%
47000000 152
 
< 0.1%
45600000 142
 
< 0.1%
46700000 137
 
< 0.1%
48400000 136
 
< 0.1%
41200000 133
 
< 0.1%
41300000 129
 
< 0.1%
Other values (36000) 52600
 
7.5%
Value Count Frequency (%)
0 649318
92.3%
1.414213562 1
 
< 0.1%
2.828427125 2
 
< 0.1%
3.535533906 1
 
< 0.1%
4.949747468 1
 
< 0.1%
Value Count Frequency (%)
76600000 1
< 0.1%
74200000 1
< 0.1%
73100000 1
< 0.1%
72600000 1
< 0.1%
71600000 1
< 0.1%

Idle Max
Real number (ℝ≥0)

ZEROS

Distinct 44781
Distinct (%) 6.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 5904586.675
Minimum 0
Maximum 120000000
Zeros 571083
Zeros (%) 81.2%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 59000000
Maximum 120000000
Range 120000000
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 18542194.44
Coefficient of variation (CV) 3.140303541
Kurtosis 12.25439244
Mean 5904586.675
Median Absolute Deviation (MAD) 0
Skewness 3.63033006
Sum 4.152371056 × 1012
Variance 3.438129747 × 1014
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 571083
81.2%
10000000 20902
 
3.0%
10200000 5725
 
0.8%
10100000 3172
 
0.5%
58900000 1936
 
0.3%
58800000 1135
 
0.2%
12000000 781
 
0.1%
59000000 720
 
0.1%
58700000 640
 
0.1%
58600000 560
 
0.1%
Other values (44771) 96591
 
13.7%
Value Count Frequency (%)
0 571083
81.2%
5000001 1
 
< 0.1%
5000011 1
 
< 0.1%
5000014 1
 
< 0.1%
5000030 1
 
< 0.1%
Value Count Frequency (%)
120000000 40
< 0.1%
119000000 85
< 0.1%
118000000 85
< 0.1%
117000000 72
< 0.1%
116000000 60
< 0.1%

Idle Min
Real number (ℝ≥0)

ZEROS

Distinct 73855
Distinct (%) 10.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Mean 4132827.877
Minimum 0
Maximum 120000000
Zeros 571083
Zeros (%) 81.2%
Negative 0
Negative (%) 0.0%
Memory size 5.4 MiB

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
median 0
Q3 0
95-th percentile 11500000
Maximum 120000000
Range 120000000
Interquartile range (IQR) 0

Descriptive statistics

Standard deviation 14632857.42
Coefficient of variation (CV) 3.540640416
Kurtosis 23.8917053
Mean 4132827.877
Median Absolute Deviation (MAD) 0
Skewness 4.834095768
Sum 2.906390541 × 1012
Variance 2.141205162 × 1014
Monotonicity Not monotonic
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)
0 571083
81.2%
10000000 6184
 
0.9%
10100000 2854
 
0.4%
10200000 1559
 
0.2%
12000000 994
 
0.1%
58000000 963
 
0.1%
12100000 758
 
0.1%
58100000 730
 
0.1%
11100000 674
 
0.1%
58200000 654
 
0.1%
Other values (73845) 116792
 
16.6%
Value Count Frequency (%)
0 571083
81.2%
5000001 1
 
< 0.1%
5000005 1
 
< 0.1%
5000011 2
 
< 0.1%
5000014 1
 
< 0.1%
Value Count Frequency (%)
120000000 40
< 0.1%
119000000 85
< 0.1%
118000000 85
< 0.1%
117000000 72
< 0.1%
116000000 60
< 0.1%

Label
Categorical

Distinct 4
Distinct (%) < 0.1%
Missing 0
Missing (%) 0.0%
Memory size 5.4 MiB
BENIGN
414322 
PortScan
158930 
DDoS
128027 
Bot
 
1966

Unique

Unique 0 ?
Unique (%) 0.0%

Sample

1st row BENIGN
2nd row BENIGN
3rd row BENIGN
4th row BENIGN
5th row BENIGN

Common Values

Value Count Frequency (%)
BENIGN 414322
58.9%
PortScan 158930
 
22.6%
DDoS 128027
 
18.2%
Bot 1966
 
0.3%